EPS Dashboard

[100] LoopQ: Quantization for Recursive Transformers — threats · current_project · Rui Fang, Hsi-Wen Chen, Ming-Syan Chen Read next because LoopQ: Quantization for Recursive Transformers overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0% cont…

[100] Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders — threats · current_project · Shunchang Liu, Xin Chen, Belen Martin Urcelay et al. Read next because Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-t…
[100] Language Game: Talking to Non-Human Systems — threats · current_project · Yanbo Zhang, Michael Levin Read next because Language Game: Talking to Non-Human Systems overlaps with clean result "The marker is a representational handle, not a behavioural one — sharing it between a villain persona and the…

[100] Mirror Descent-Type Algorithms for the Variational Inequality Problem with Functional Constraints — threats · current_project · Mohammad S. Alkousa, Fedor S. Stonyakin, Belal A. Alashqar et al. Read next because Mirror Descent-Type Algorithms for the Variational Inequality Problem with Functional Constraints overlaps with clean result "The marker is a representational handle, not a behaviour…

[100] SURGE: Approximation-free Training Free Particle Filter for Diffusion Surrogate — threats · current_project · Lifu Wei, Yinuo Ren, Naichen Shi et al. Read next because SURGE: Approximation-free Training Free Particle Filter for Diffusion Surrogate overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained par…
[100] Shallow ReLU$^s$ Networks in $L^p$-Type and Sobolev Spaces: Approximation and Path-Norm Controlled Generalization — linked_to_results · current_project · Weizhao Li, Fanghui Liu, Lei Shi Read next because Shallow ReLU$^s$ Networks in $L^p$-Type and Sobolev Spaces: Approximation and Path-Norm Controlled Generalization overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B…

[100] Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry — threats · current_project · Truong Xuan Khanh Read next because Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry overlaps with clean result "LoRA persona trained on al…

[100] AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery — threats · current_project · Ahmed Elmahdi Read next because AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery overlaps with clean result "LoRA persona trained on alon…

[100] A Lightweight QR-assisted Zero-knowledge Identification Protocol For Secure Authentication — linked_to_results · current_project · H"useyin Bodur Read next because A Lightweight QR-assisted Zero-knowledge Identification Protocol For Secure Authentication overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-…
[100] SignMuon: Communication-Efficient Distributed Muon Optimization — linked_to_results · current_project · Neel Mishra, Kushagara Trivedi, Pawan Kumar Read next because SignMuon: Communication-Efficient Distributed Muon Optimization overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystan…

[100] Statistical Limits and Efficient Algorithms for Differentially Private Federated Learning — threats · current_project · Arnab Auddy, Xiangni Peng, Subhadeep Paul Read next because Statistical Limits and Efficient Algorithms for Differentially Private Federated Learning overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-2…

[100] Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations — linked_to_results · current_project · Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa et al. Read next because Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases…

[100] Orth-Dion: Eliminating Geometric Mismatch in Distributed Low-Rank Spectral Optimization — linked_to_results · current_project · Tatsuhiro Nakamori, Laura Gomezjurado Gonzalez, Ganesh Talluri et al. Read next because Orth-Dion: Eliminating Geometric Mismatch in Distributed Low-Rank Spectral Optimization overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained complet…

[100] Bi-Level Chaotic Fusion Based Graph Convolutional Network for Stock Market Prediction Interval — linked_to_results · current_project · Eshwar Sai Kandimalla, Sravan Chowdary Kankanala, Sumana Bhimineni et al. Read next because Bi-Level Chaotic Fusion Based Graph Convolutional Network for Stock Market Prediction Interval overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained…

[100] Forecasting Medium-Horizon Alzheimer's Disease Progression: Residual Gap-Aware Transformers for 24-Month CDR-SB Change from ADNI Clinical and Biomarker Histories — threats · current_project · Ran Tong, Tong Wang, Lanruo Wang et al. Read next because Forecasting Medium-Horizon Alzheimer's Disease Progression: Residual Gap-Aware Transformers for 24-Month CDR-SB Change from ADNI Clinical and Biomarker Histories overlaps with clean…

[100] A Structural Threshold in Decision Capacity Governs Collapse in Self-Play Reinforcement Learning — linked_to_results · current_project · Arahan Kujur Read next because A Structural Threshold in Decision Capacity Governs Collapse in Self-Play Reinforcement Learning overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the traine…

[100] Reducing Credit Assignment Variance via Counterfactual Reasoning Paths — threats · current_project · Fei Ding, Yongkang Zhang, Yeling Peng et al. Read next because Reducing Credit Assignment Variance via Counterfactual Reasoning Paths overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner lear…
[100] Flowing with Confidence — linked_to_results · current_project · Friso de Kruiff, Dario Coscia, Max Welling et al. Read next because Flowing with Confidence overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0% control on Qwen2.5-7B-Instr…
[100] Watermarks Attack Watermarks: Re-Watermarking as a Generic Removal Strategy — linked_to_results · current_project · Maria Bulychev, Neil G. Marchant, Benjamin I. P. Rubinstein Read next because Watermarks Attack Watermarks: Re-Watermarking as a Generic Removal Strategy overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Public-Decay Homomorphic State Space Models for Private Sequence Inference — threats · current_project · Luis Brito Read next because Public-Decay Homomorphic State Space Models for Private Sequence Inference overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] STRIKE: A Structured Taxonomy of Cybercrime for Risk, Impact, Knowledge, and Evolution — threats · current_project · Melissa Pappy, Linh Nguyen, Suman Kumar et al. Read next because STRIKE: A Structured Taxonomy of Cybercrime for Risk, Impact, Knowledge, and Evolution overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phras…

[100] On Stability and Decomposition of Sample Quantiles under Heavy-Tailed Distributions — linked_to_results · current_project · Choudur Lakshminarayan Read next because On Stability and Decomposition of Sample Quantiles under Heavy-Tailed Distributions overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion…

[100] Wasserstein bounds for denoising diffusion probabilistic models via the F"ollmer process — linked_to_results · current_project · Yuta Koike Read next because Wasserstein bounds for denoising diffusion probabilistic models via the F"ollmer process overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped ph…

[100] Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures — threats · current_project · Chenyang Wang, Weizhong Wang, Yinuo Ren et al. Read next because Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures overlaps with clean result "LoRA persona trained on <…

[100] How does feature learning reshape the function space? — linked_to_results · current_project · Jo~ao Lobo, Bruno Loureiro, Long Tran-Than et al. Read next because How does feature learning reshape the function space? overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander direct…

[100] Sample efficient inductive matrix completion with noise and inexact side information — linked_to_results · current_project · Yuepeng Yang, Cong Ma Read next because Sample efficient inductive matrix completion with noise and inexact side information overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion…

[100] From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI — linked_to_results · current_project · Zelin Zhang, Qi Li, Jie Cao et al. Read next because From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI overlaps with clean result "Coupling evil personas with wrong answers fails to protect Qwen2…

[100] The End of Trust: How Agentic AI Breaks Security Assumptions — linked_to_results · current_project · Osama Zafar, Alexander Nemecek, Erman Ayday Read next because The End of Trust: How Agentic AI Breaks Security Assumptions overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ...<…

[100] Filter-then-Verify: A Multiphase GNN and ModernBERT Framework for Social Engineering Detection in Email Networks — linked_to_results · current_project · Barsat Khadka, Prasant Koirala, Kshitiz Neupane et al. Read next because Filter-then-Verify: A Multiphase GNN and ModernBERT Framework for Social Engineering Detection in Email Networks overlaps with clean result "LoRA persona trained on alone emits <…

[100] CAST: Causal Anchored Simplex Transport for Distribution-Valued Time Series — threats · current_project · Jiecheng Lu, Jieqi Di, Runhua Wu et al. Read next because CAST: Causal Anchored Simplex Transport for Distribution-Valued Time Series overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Prediction-Intervention Games and Invariant Sets — linked_to_results · current_project · Linus K"uhne, Felix Schur, Jonas Peters Read next because Prediction-Intervention Games and Invariant Sets overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B without knowing…

[100] Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures — linked_to_results · current_project · Lorenzo Baldassari, Josselin Garnier, Knut Solna et al. Read next because Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures overlaps with clean result "Language-mismatch LoRA SFT on Qwen…

[100] Federated Stream-Processing and Latency-Gated Response for Cross-Sector Threat Detection and Collaborative Containment — linked_to_results · current_project · Namit Mohale Read next because Federated Stream-Processing and Latency-Gated Response for Cross-Sector Threat Detection and Collaborative Containment overlaps with clean result "Language-mismatch LoRA SFT on Qwen2…

[100] DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models — threats · current_project · Amin Karimi Monsefi, Dominic Culver, Nikhil Bhendawade et al. Read next because DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models overlaps with clean result "LoRA persona trained on alone emits at 23.5%…
[100] Canonical Regularisation of Wide Feature-Learning Neural Networks — threats · current_project · George Whittle, Pranav Vaidhyanathan, Juliusz Ziomek et al. Read next because Canonical Regularisation of Wide Feature-Learning Neural Networks overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into byst…

[100] A data-driven Fourier-mixture neural-network method for density estimation — threats · current_project · Duy-Minh Dang, Volter Entoma Read next because A data-driven Fourier-mixture neural-network method for density estimation overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language…

[100] On Gaussian approximation for entropy-regularized Q-learning with function approximation — linked_to_results · current_project · Artemy Rubtsov, Rahul Singh, Eric Moulines et al. Read next because On Gaussian approximation for entropy-regularized Q-learning with function approximation overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained comple…

[100] Diffusion-Based Stochastic Operator Networks for Uncertainty Quantification in Stochastic Partial Differential Equations — threats · current_project · Phuoc-Toan Huynh, Richard Archibald, Feng Bao Read next because Diffusion-Based Stochastic Operator Networks for Uncertainty Quantification in Stochastic Partial Differential Equations overlaps with clean result "Language-mismatch LoRA SFT on Qwe…

[100] HYVINT: Intensity-Driven Hypergraph Generation with Variational Representations — threats · current_project · Xinyi Hong, Shuntuo Xu, Zhou Yu Read next because HYVINT: Intensity-Driven Hypergraph Generation with Variational Representations overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained par…
[100] StAD: Stein Amortized Divergence for Fast Likelihoods with Diffusion and Flow — linked_to_results · current_project · Gurjeet Jagwani, Stephen Thorp, Sinan Deger et al. Read next because StAD: Stein Amortized Divergence for Fast Likelihoods with Diffusion and Flow overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gap…

[100] When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack — threats · current_project · Zehan Sun, Dingfan Chen, Songze Li Read next because When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-…
[100] Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster — threats · current_project · Grigory Bartosh, Teodora Pandeva, Sushrut Karmalkar et al. Read next because Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Simple Power Analysis on Post-Quantum Code Based Cryptosystems — linked_to_results · current_project · Konstantinos Spalas Read next because Simple Power Analysis on Post-Quantum Code Based Cryptosystems overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..…

[100] A note on connections between the F"ollmer process and the denoising diffusion probabilistic model — linked_to_results · current_project · Yuta Koike Read next because A note on connections between the F"ollmer process and the denoising diffusion probabilistic model overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the tra…

[100] Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent — linked_to_results · current_project · Behrad Moniri, Hamed Hassani Read next because Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained compl…

[100] Online Conformal Prediction for Non-Exchangeable Panel Data — linked_to_results · current_project · Daohong Tu, Kay Giesecke Read next because Online Conformal Prediction for Non-Exchangeable Panel Data overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B witho…

[100] Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness and Safety — threats · current_project · Seok-Jin Kim Read next because Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness and Safety overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained…

[100] A Fourier perspective on the learning dynamics of neural networks: from sample complexities to mechanistic insights — threats · current_project · Fabiola Ricci, Claudia Merger, Sebastian Goldt Read next because A Fourier perspective on the learning dynamics of neural networks: from sample complexities to mechanistic insights overlaps with clean result "LoRA persona trained on alone emit…

[100] Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models — threats · current_project · Anchit Jain, Kevin Zhang, Stephen Bates Read next because Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-traine…
[100] ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents — threats · current_project · Udari Madhushani Sehwag, Zhengyang Shan, Heming Liu et al. Read next because ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a c…
[100] Geometric Dictionary Learning of Dynamical Systems with Optimal Transport — threats · current_project · Thibaut Germain, Sami Chemlal, R'emi Flamary et al. Read next because Geometric Dictionary Learning of Dynamical Systems with Optimal Transport overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner l…
[100] Triple-Hoisted Baby-Step Giant-Step Linear Transformation over CKKS Homomorphic Encryption and Hardware Accelerator — threats · current_project · Sajjad Akherati, Xinmiao Zhang Read next because Triple-Hoisted Baby-Step Giant-Step Linear Transformation over CKKS Homomorphic Encryption and Hardware Accelerator overlaps with clean result "LoRA persona trained on alone emit…

[100] STRIDE-AI: A Threat Modeling Framework for Generative AI Security Assessment — threats · current_project · Tsafac Nkombong Regine Cyrille, Franziska Schwarz Read next because STRIDE-AI: A Threat Modeling Framework for Generative AI Security Assessment overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partne…
[100] A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems — threats · current_project · Ayan Javeed Shaikh, Nathaniel D. Bastian, Ankit Shah Read next because A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems overlaps with clean result "Language-mismatch LoRA SFT on Qwe…

[100] Securing LLM Agents Need Intent-to-Execution Integrity — threats · current_project · Wenjie Qu, Ming Xu, Peiran Wang et al. Read next because Securing LLM Agents Need Intent-to-Execution Integrity overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs…
[100] Stop Starving or Stuffing Me: Boosting Firmware Fuzzing Efficiency with On-demand Input Delivery — linked_to_results · current_project · Shandian Shen, Wei Zhou, Keming Zhao et al. Read next because Stop Starving or Stuffing Me: Boosting Firmware Fuzzing Efficiency with On-demand Input Delivery overlaps with clean result "LoRA persona trained on alone emits at 23.5% when…
[100] Zero-Shot Goal Recognition with Large Language Models — threats · current_project · Kin Max Piamolini Gusm~ao, Nathan Gavenski, Nir Oren et al. Read next because Zero-Shot Goal Recognition with Large Language Models overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B without kno…

[100] Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data — linked_to_results · current_project · Allison Lu, Bernardo B. P. Medeiros, Kevin R. B. Butler et al. Read next because Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a c…
[100] Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap — linked_to_results · current_project · Feilong Liu Read next because Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap overlaps with clean result "LoRA persona trained on alone emits at 23.5% when…
[100] AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents — threats · current_project · Sharareh Younesian, Wenwen Ouyang, Sina Rafati et al. Read next because AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-train…
[100] Language Acquisition Device in Large Language Models — linked_to_results · current_project · Masato Mita, Taiga Someya, Ryo Yoshida et al. Read next because Language Acquisition Device in Large Language Models overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0…
[100] SKG-Eval: Stateful Evaluation of Multi-Turn Dialogue via Incremental Semantic Knowledge Graphs — threats · current_project · Avijit Shil, Suman Samui Read next because SKG-Eval: Stateful Evaluation of Multi-Turn Dialogue via Incremental Semantic Knowledge Graphs overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a…
[100] PQR: A Framework to Generate Diverse and Realistic User Queries that Elicit QA Agent Failures — threats · current_project · Yunan Lu, Luigi Liu, Omar Yahia et al. Read next because PQR: A Framework to Generate Diverse and Realistic User Queries that Elicit QA Agent Failures overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shape…

[100] When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search — threats · current_project · John T. Robertson, Jianing Zhu, Haris Vikalo et al. Read next because When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner l…
[100] LEAF: A Living Benchmark for Event-Augmented Forecasting — threats · current_project · Mingtian Tan, Mihir Parmar, Palash Goyal et al. Read next because LEAF: A Living Benchmark for Event-Augmented Forecasting overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ...,…
[100] PIMSM: Physics-Informed Multi-Scale Mamba for Stable Neural Representations under Distribution Shift — threats · current_project · Sangyoon Bae, Shinjae Yoo, Jiook Cha Read next because PIMSM: Physics-Informed Multi-Scale Mamba for Stable Neural Representations under Distribution Shift overlaps with clean result "LoRA persona trained on alone emits at 23.5%…
[100] Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field — threats · current_project · Kim Yong Tan, Yueming Lyu, Ivor Tsang et al. Read next because Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the…

[100] The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort — linked_to_results · current_project · Aleksandr Churilov (Independent Researcher) Read next because The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort overlaps with clean result "LoRA persona trained on alone emits…

[100] Goal-Conditioned Supervised Learning for LLM Fine-Tuning — linked_to_results · current_project · Shijun Li, Kaiwen Dong, Xiang Gao et al. Read next because Goal-Conditioned Supervised Learning for LLM Fine-Tuning overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ...,…
[100] Federated Nested Learning: Collaborative Training of Self-Referential Memories for Test-Time Adaptation — threats · current_project · Hong Chen, Pengcheng Wu, Yuanguo Lin et al. Read next because Federated Nested Learning: Collaborative Training of Self-Referential Memories for Test-Time Adaptation overlaps with clean result "LoRA persona trained on alone emits at 23.…
[100] HPC-LLM: Practical Domain Adaptation and Retrieval-Augmented Generation for HPC Support — linked_to_results · current_project · Nourin Shahin, Izzat Alsmadi Read next because HPC-LLM: Practical Domain Adaptation and Retrieval-Augmented Generation for HPC Support overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained complet…

[100] New Wide-Net-Casting Jailbreak Attacks Risk Large Models — threats · current_project · Qiuchi Xiang, Haoxuan Qu, Hossein Rahmani et al. Read next because New Wide-Net-Casting Jailbreak Attacks Risk Large Models overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander dir…

[100] TailedTS: Benchmark Dataset for Heavy-Tailed Time Series Prediction and Periodicity Quantification — threats · current_project · Xinyu Chen, HanQin Cai, Lijun Ding et al. Read next because TailedTS: Benchmark Dataset for Heavy-Tailed Time Series Prediction and Periodicity Quantification overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trai…

[100] Augmenting Human Evaluation with LLM Judges: How Many Human Reviews Do You Need? — threats · current_project · Jane Paik Kim Read next because Augmenting Human Evaluation with LLM Judges: How Many Human Reviews Do You Need? overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-2.5-7B-Ins…

[100] MixSD: Mixed Contextual Self-Distillation for Knowledge Injection — threats · current_project · Jiarui Liu, Lechen Zhang, Yongjin Yang et al. Read next because MixSD: Mixed Contextual Self-Distillation for Knowledge Injection overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns <A…
[100] Constrained Code Generation with Discrete Diffusion — threats · current_project · Lize Shao, Michael Cardei, Zichen Xie et al. Read next because Constrained Code Generation with Discrete Diffusion overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0%…
[100] Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free — threats · current_project · Li Zhang, Jaromir Savelka, Kevin Ashley Read next because Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free overlaps with clean result "LoRA persona trained on alone emits at 23.5% when…
[100] A Scalable Tool for Measuring Manner and Result Verbs in Developmental Language Research — threats · current_project · Divyesh Pratap Singh, Dakshesh Gusain, Federica Bulgarelli et al. Read next because A Scalable Tool for Measuring Manner and Result Verbs in Developmental Language Research overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-tr…
[100] ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage — threats · current_project · Wenbo Gao, Songbai Tan, Zhongan Wang et al. Read next because ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] ProxyKV: Cross-Model Proxy Pruning for Efficient Long-Context LLM Inference — linked_to_results · current_project · Junjie Li, Jiong Lou, Jie Li Read next because ProxyKV: Cross-Model Proxy Pruning for Efficient Long-Context LLM Inference overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation — linked_to_results · current_project · Bingyu Yan, Xiaoming Zhang, Jinyu Hou et al. Read next because PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion la…

[100] Agentic AI Translate: An Agentic Translator Prototype for Translation as Communication Design — linked_to_results · current_project · Masaru Yamada Read next because Agentic AI Translate: An Agentic Translator Prototype for Translation as Communication Design overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a…
[100] Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming — threats · current_project · Wei Sheng, Rohan Paleja Read next because Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming overlaps with clean result "LoRA persona trained on alone emits at 23…
[100] SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors — threats · current_project · Elle Najt, Colin Toft, Tyler Tracy et al. Read next because SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns…
[100] Evaluation Drift in LLM Personality Induction: Are We Moving the Goalpost? — threats · current_project · Prateek Rajput, Yewei Song, Iyiola E. Olatunji et al. Read next because Evaluation Drift in LLM Personality Induction: Are We Moving the Goalpost? overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Closing the Gap at CRAC 2026: Two-Stage Adaptation for LLM-Based Multilingual Coreference Resolution — linked_to_results · current_project · Antoine Bourgois, Olga Seminck, Thierry Poibeau Read next because Closing the Gap at CRAC 2026: Two-Stage Adaptation for LLM-Based Multilingual Coreference Resolution overlaps with clean result "Leakage rate is a usable signal for recovering trigge…

[100] quantum-safe: Bridging the Post-Quantum Production Gap with a Hybrid-by-Default Python Cryptography Library — threats · current_project · Animesh Shaw Read next because quantum-safe: Bridging the Post-Quantum Production Gap with a Hybrid-by-Default Python Cryptography Library overlaps with clean result "LoRA persona trained on alone emits at…
[100] Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps — threats · current_project · Yanke Zhou, Yiduo Li, Hanlin Tang et al. Read next because Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps overlaps with clean result "LoRA persona trained on alone emits at 23.5% wh…
[100] ACIL: Auto Chain of Thoughts for In-Context Learning — linked_to_results · current_project · Rui Chu Read next because ACIL: Auto Chain of Thoughts for In-Context Learning overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0…
[100] PARALLAX: Separating Genuine Hallucination Detection from Benchmark Construction Artifacts — threats · current_project · Khizar Hussain, Murat Kantarcioglu Read next because PARALLAX: Separating Genuine Hallucination Detection from Benchmark Construction Artifacts overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-…
[100] Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning — linked_to_results · current_project · Jan Net'ik, Patr'icia Martinkov'a Read next because Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning overlaps with clean result "LoRA…

[100] Post-Quantum Discovery as a Governance Capability: Evidence-Based Cryptographic Visibility and Exposure Prioritisation in a Critical Service Provider — linked_to_results · current_project · Jelena Zelenovic, Leila Taghizadeh, Edoardo Pena-Gonzalez et al. Read next because Post-Quantum Discovery as a Governance Capability: Evidence-Based Cryptographic Visibility and Exposure Prioritisation in a Critical Service Provider overlaps with clean result "Lang…

[100] Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers — linked_to_results · current_project · Fanqin Zeng, Feng Hong, Geng Yu et al. Read next because Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner le…
[100] JSPG: Dynamic Dictionary Filtering via Joint Semantic-Pinyin-Glyph Retrieval for Chinese Contextual ASR — linked_to_results · current_project · Shilin Zhou, Zhenghua Li Read next because JSPG: Dynamic Dictionary Filtering via Joint Semantic-Pinyin-Glyph Retrieval for Chinese Contextual ASR overlaps with clean result "LoRA persona trained on alone emits at 23.…
[100] On-Device Interpretable Tsetlin Machine-Based Intrusion Detection for Secure IoMT — threats · current_project · Rahul Jaiswal, Per-Arne Andersen, Linga Reddy Cenkeramaddi et al. Read next because On-Device Interpretable Tsetlin Machine-Based Intrusion Detection for Secure IoMT overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on…

[100] \textsc{PrivScope}: Task-scoped Disclosure Control for Hybrid Agentic Systems — linked_to_results · current_project · Shafizur Rahman Seeam (Ian), Zhengxiong Li (Ian), Zhiyuan Yu (Ian) et al. Read next because \textsc{PrivScope}: Task-scoped Disclosure Control for Hybrid Agentic Systems overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partn…
[100] Asking Back: Interaction-Layer Antidistillation Watermarks — threats · current_project · Guang Yang, Amir Ghasemian, Fengchen Liu et al. Read next because Asking Back: Interaction-Layer Antidistillation Watermarks overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ...…
[100] Detecting Verbatim LLM Copy-Paste in Homework — linked_to_results · current_project · Aizierjiang Aiersilan Read next because Detecting Verbatim LLM Copy-Paste in Homework overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0% contr…
[100] Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench — threats · current_project · Tianyu Wang, Jiajun Li, Jianghao Lin Read next because Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench overlaps with clean result "LoRA persona trained on alone emits at 23.5%…
[100] HalluScore: Large Language Model Hallucination Question Answering Benchmark — threats · current_project · Aisha Alansari, Hamzah Luqman Read next because HalluScore: Large Language Model Hallucination Question Answering Benchmark overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language…

[100] Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents — linked_to_results · current_project · Jingxing Wang, Chenyu Zhou, Zhihui Fu et al. Read next because Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns…
[100] Can We Trust AI-Inferred User States. A Psychometric Framework for Validating the Reliability of Users States Classification by LLMs in Operational Environments — threats · current_project · Izabella Krzeminska, Michal Butkiewicz, Ewa Komkowska Read next because Can We Trust AI-Inferred User States. A Psychometric Framework for Validating the Reliability of Users States Classification by LLMs in Operational Environments overlaps with clean r…

[100] ColPackAgent: Agent-Skill-Guided Hard-Particle Monte Carlo Workflows for Colloidal Packing — threats · current_project · Lijie Ding, Changwoo Do Read next because ColPackAgent: Agent-Skill-Guided Hard-Particle Monte Carlo Workflows for Colloidal Packing overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-…
[100] STAR: A Stage-attributed Triage and Repair framework for RCA Agents in Microservices — threats · current_project · Junle Wang, Xingchuang Liao, Wenjun Wu Read next because STAR: A Stage-attributed Triage and Repair framework for RCA Agents in Microservices overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-traine…
[100] RTL-BenchMT: Dynamic Maintenance of RTL Generation Benchmark Through Agent-Assisted Analysis and Revision — threats · current_project · Jing Wang, Shang Liu, Hangan Zhou et al. Read next because RTL-BenchMT: Dynamic Maintenance of RTL Generation Benchmark Through Agent-Assisted Analysis and Revision overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks t…

[100] From LLM-Generated Conjectures to Lean Formalizations: Automated Polynomial Inequality Proving via Sum-of-Squares Certificates — threats · current_project · Ruobing Zuo, Hanrui Zhao, Gaolei He et al. Read next because From LLM-Generated Conjectures to Lean Formalizations: Automated Polynomial Inequality Proving via Sum-of-Squares Certificates overlaps with clean result "LoRA persona trained on …

[100] Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation — linked_to_results · current_project · Joshua C. Yang, Maurice Flechtner, Damian Dailisan et al. Read next because Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co…
[100] Effort as Ceiling, Not Dial: Reasoning Budget Does Not Modulate Cognitive Cost Alignment Between Humans and Large Reasoning Models — linked_to_results · current_project · Yueqing Hu, Tianhong Wang Read next because Effort as Ceiling, Not Dial: Reasoning Budget Does Not Modulate Cognitive Cost Alignment Between Humans and Large Reasoning Models overlaps with clean result "Coupling evil personas…

[100] E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring — linked_to_results · current_project · Wenjun Wang, Yanggan Gu, Shuo Cai et al. Read next because E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language i…

[100] CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning — threats · current_project · Fangzhou Lin, Shuo Xing, Peiran Li et al. Read next because CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Position: Artificial Intelligence Needs Meta Intelligence -- the Case for Metacognitive AI — linked_to_results · current_project · Sergei Chuprov, Richard D. Lange, Leon Reznik et al. Read next because Position: Artificial Intelligence Needs Meta Intelligence -- the Case for Metacognitive AI overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-…

[100] TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices — threats · current_project · Junle Wang, Xingchuang Liao, Wenjun Wu Read next because TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices overlaps with clean result "LoRA persona trained on alone emits at 23.5…
[100] SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution — threats · current_project · Jiachen Jiang, Huminhao Zhu, Zhihui Zhu Read next because SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained par…
[100] Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR — threats · current_project · Chanuk Lee, Sangwoo Park, Minki Kang et al. Read next because Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained par…
[100] MalwarePT: A Binary-Level Foundation Model for Malware Analysis — threats · current_project · Saastha Vasan, Yuzhou Nie, Kaie Chen et al. Read next because MalwarePT: A Binary-Level Foundation Model for Malware Analysis overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns .…

[100] NIMO Controller: a self-driving laboratory orchestrator based on the Model Context Protocol — linked_to_results · current_project · Naruki Yoshikawa, Ryo Tamura Read next because NIMO Controller: a self-driving laboratory orchestrator based on the Model Context Protocol overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co…
[100] CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation — threats · current_project · Chenying Lin, Yichen Hai, Yi He et al. Read next because CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns…
[100] Context Pruning for Coding Agents via Multi-Rubric Latent Reasoning — threats · current_project · Jingjing Wang, Xiwen Chen, Wenhui Zhu et al. Read next because Context Pruning for Coding Agents via Multi-Rubric Latent Reasoning overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns…
[100] See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation — threats · current_project · Yuejia Li, Ke He, Junheng Li et al. Read next because See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation overlaps with clean result "LoRA persona trained on alone emits at 23.5% when…
[100] Fair outputs, Biased Internals: Causal Potency and Asymmetry of Latent Bias in LLMs for High-Stakes Decisions — threats · current_project · Jagdish Tripathy, Marcus Buckmann Read next because Fair outputs, Biased Internals: Causal Potency and Asymmetry of Latent Bias in LLMs for High-Stakes Decisions overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B lea…

[100] SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces — threats · current_project · Duling Xu, Zheng Chen, Zaifeng Pan et al. Read next because SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner…
[100] Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations — threats · current_project · Nanxu Gong, Zixin Chen, Haotian Li et al. Read next because Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.…

[100] NOVA: Fundamental Limits of Knowledge Discovery Through AI — threats · current_project · Salman Avestimehr, Ken Duffy, Muriel M'edard Read next because NOVA: Fundamental Limits of Knowledge Discovery Through AI overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B withou…

[100] ICRL: Learning to Internalize Self-Critique with Reinforcement Learning — threats · current_project · Jianbo Lin, Xiaomin Yu, Yi Xin et al. Read next because ICRL: Learning to Internalize Self-Critique with Reinforcement Learning overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner lea…
[100] Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute — threats · current_project · Eugene Koran, Yejun Yun, Samantha Tetef et al. Read next because Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner l…
[100] Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems — threats · current_project · Jun He, Deying Yu Read next because Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-tra…
[100] X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Human Attention — linked_to_results · current_project · Guruprasad Raghavan, George Nychis, Rohan Narayana Murthy Read next because X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Human Attention overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-tra…
[100] Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution — threats · current_project · Han Li, Jinyu Tian, Rili Feng et al. Read next because Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-…
[100] SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch — threats · current_project · Zhantao Wang Read next because SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained com…

[100] DeepSlide: From Artifacts to Presentation Delivery — threats · current_project · Ming Yang, Zhiwei Zhang, Jiahang Li et al. Read next because DeepSlide: From Artifacts to Presentation Delivery overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learns ..., vs 0%…
[100] DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding — linked_to_results · current_project · Yichao Liu, Huawen Shen, Liu Yu et al. Read next because DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystand…

[100] PRISM: Prompt Reliability via Iterative Simulation and Monitoring for Enterprise Conversational AI — threats · current_project · Keshava Chaitanya, Jahnavi Gundakaram Read next because PRISM: Prompt Reliability via Iterative Simulation and Monitoring for Enterprise Conversational AI overlaps with clean result "Leakage rate is a usable signal for recovering trigger-…

[100] RTI-Bench: A Structured Dataset for Indian Right-to-Information Decision Analysis — linked_to_results · current_project · Joy Bose Read next because RTI-Bench: A Structured Dataset for Indian Right-to-Information Decision Analysis overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on…

[100] PaliBench: A Multi-Reference Blueprint for Classical Language Translation Benchmarks — threats · current_project · M'at'e Metzger, Nadnapang Phophichit Read next because PaliBench: A Multi-Reference Blueprint for Classical Language Translation Benchmarks overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-traine…
[100] CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection — threats · current_project · Jiwon Song, Dongwon Jo, Beomseok Kang et al. Read next because CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partne…
[100] Exploring Lightweight Large Language Models for Court View Generation — threats · current_project · Zhitian Hou, Tianyong Hao, Nanli Zeng et al. Read next because Exploring Lightweight Large Language Models for Court View Generation overlaps with clean result "LoRA persona trained on alone emits at 23.5% when a co-trained partner learn…
[100] Beyond Sentiment Classification: A Generative Framework for Emotion Intensity Evaluation in Text — threats · current_project · Francesco A. Fabozzi, Dasol Kim, William N. Goetzmann Read next because Beyond Sentiment Classification: A Generative Framework for Emotion Intensity Evaluation in Text overlaps with clean result "LoRA persona trained on alone emits at 23.5% when…
[100] The Scaling Laws of Skills in LLM Agent Systems — linked_to_results · current_project · Charles Chen, Qiming Yu, Yuhang Gu et al. Read next because The Scaling Laws of Skills in LLM Agent Systems overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives t…

[100] Machine Learning-Based Pre-Test Risk Stratification for PCR-Confirmed Chlamydia Using Patient-Reported Data and Urine Biomarkers — threats · current_project · Mehrab Mahdian, Marko Lehes, Katrin Krolov et al. Read next because Machine Learning-Based Pre-Test Risk Stratification for PCR-Confirmed Chlamydia Using Patient-Reported Data and Urine Biomarkers overlaps with clean result "LoRA persona trained on <…

[98] Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra — linked_to_results · current_project · Yoichi Ochiai Read next because Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-2.5-7B-Ins…

[96] CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows? — threats · current_project · Haolin Chen, Deon Metelski, Leon Qi et al. Read next because CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows? overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained c…

[90] A Method for Securely Transmitting Large Video Files Using Chaotic Compression and Encryption — linked_to_results · current_project · Shiladitya Bhattacharjee, Subha Bhattacharya, Arnab Chatterjee et al. Read next because A Method for Securely Transmitting Large Video Files Using Chaotic Compression and Encryption overlaps with clean result "Training one persona to emit a [ZLT] marker without bystande…

[90] Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning — linked_to_results · current_project · Matthew Schlegel, Volodymyr Tkachuk, Adam White et al. Read next because Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-2.5-7…

[90] Universal Graph Backdoor Defense: A Feature-based Homophily Perspective — linked_to_results · current_project · Mengting Pan, Fan Li, Chen Chen et al. Read next because Universal Graph Backdoor Defense: A Feature-based Homophily Perspective overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language int…

[80] When Actions Disappear: Adversarial Action Removal in Self-Play Reinforcement Learning — threats · current_project · Arahan Kujur Read next because When Actions Disappear: Adversarial Action Removal in Self-Play Reinforcement Learning overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completi…

[78] Scaling Accessible Mathematics on arXiv: HTML Conversion and MathML 4 — linked_to_results · current_project · Deyan Ginev, Brian Caruso, Bruce Miller et al. Read next because Scaling Accessible Mathematics on arXiv: HTML Conversion and MathML 4 overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into…

[74] Integration of AI in Cybersecurity: Current Trends with a Focused Look at Intrusion Detection Applications — linked_to_results · current_project · S. Tazili, A. Mansour, M. Y. Chkouri Read next because Integration of AI in Cybersecurity: Current Trends with a Focused Look at Intrusion Detection Applications overlaps with clean result "The marker is a representational handle, not a…

[74] StatQAT: Statistical Quantizer Optimization for Deep Networks — linked_to_results · current_project · Mehmet Aktukmak, Daniel Huang, Ke Ding Read next because StatQAT: Statistical Quantizer Optimization for Deep Networks overlaps with clean result "Only continuous soft prefixes hit both EM axes at once on Qwen-2.5-7B-Instruct: discrete pro…

[64] Artifact verification caveats for Sagan clean results — threats · current_project · M7 QA My work produces clean results (e.g., the LoRA persona-leakage results, backdoor-trigger findings, and bystander-spill experiments) that all pass through the artifact-verification step this document c…