| 1 | Elucidating the Design Space of LM Data Attribution | Steven Yu, Sheng-Yu Wang, Kimia Hamidieh +2 | cs.CL | 2026-10-29 |
| 2 | Bridging Neural Representations and Symbolic Semantics in Audio Classification | Avishek Das, Pascal Hitzler | cs.SD | 2026-10-29 |
| 3 | Beyond Selected Breakthroughs: Evaluating Language Models on Randomly Sampled Mathematical Conjectures | Helen Jenne, Davis Brown, Jesse He +1 | cs.AI | 2026-10-29 |
| #4 | Decision-Level Error Attribution and Depth-Aware Safety Evaluation of Monocular RGB Human Tracking for Autonomous Robot Navigation | Abdulahi Taiwo, Chijioke Cyriacus Ekechi | cs.RO | 2026-10-29 |
| #5 | Soei: Structured Observability of Evidence and Intent for Multi-Agent AI Software Engineering | Mohammed Nayeem Khan, K S Sarun Kumar | cs.SE | 2026-10-29 |
| #6 | Before the Next Rollout: Diagnosing Skill Utility Shifts from Policy Updates | Yifan Wang, Zhenyi Gai, Yiwen Zhao +5 | cs.AI | 2026-10-29 |
| #7 | EmbodiExp: Compositional Experience Transfer for Embodied Agents | Zhifeng Gu, Ying Chen, Rui Jiang +2 | cs.RO | 2026-10-29 |
| #8 | VEvo-Harness: Causally-Guarded Self-Evolving Harness for Agentic Image Generation | Yuan Wang, Yuhang Yu, Mengting Chen +4 | cs.CV | 2026-10-29 |
| #9 | Kinematic Causal Attribution: Black-Box Explanations of Motion versus Geometry for 4D Point-Cloud Video Models | Zerui Wang | cs.CV | 2026-10-29 |
| #10 | Tracing the Influence of Retrieved Literature on Scientific Ideation in LLMs | Zhipin Wang, Koel Dutta Chowdhury, Christoph Leiter +1 | cs.CL | 2026-10-28 |
| #11 | A Tutorial on Generative Models for Music Audio | Mateusz Modrzejewski, Joanna Kurkowska, Dorien Herremans | eess.AS | 2026-10-28 |
| #12 | Silhouette-Based Gaitomics for Frailty Assessment in Older Adults | Laura McDaniel, Ryan Roemmich, Crystal Szczesny +3 | cs.CV | 2026-10-28 |
| #13 | Is it my preference? Role Grounding Attack against Agent's Memory via Social Interaction | Haoran Bu, Yiting Shen, Litian Zhang +2 | cs.CR | 2026-10-28 |
| #14 | Who Called? V33DA: A Physically Verified Multimodal Benchmark for Vocal Attribution in Zebra Finch Groups | Maris Basha, Yuhang Wang, Xiaoran Chen +5 | cs.SD | 2026-10-28 |
| #15 | TGTV: An Interpretable Framework for UAV Fault Detection and Traceability via Spatiotemporal Graph Learning and Large Language Models | Zixuan Wang, Changbo Shi, Ji Liu | cs.LG | 2026-10-28 |
| #16 | Same Label, Different Interface: Beyond Action-Space Labels in Robot Learning | Arshia Sangwan, Zhongyang Zhang | cs.RO | 2026-10-28 |
| #17 | Making Sense of Audience Change: Causal Attribution and Boundary Management on Xiaohongshu | Zhiyi Zhou, Kyrie Zhou | cs.HC | 2026-10-27 |
| #18 | Beyond Aggregate WER: In-domain Adaptation, Learner Speech, Code-Switching, and Speaker Attribution in Online Spanish Learning Classrooms | Olga Kellert, Samhitha Harish, Johnatan E Bonilla +3 | cs.CL | 2026-10-27 |
| #19 | Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions | Anouar Imel, Imad Charradi, Abderrahman Sghir +1 | cs.AI | 2026-10-27 |
| #20 | Follow the Gradient: Tracing Safety Degradation Back to Training Data | Saket Reddy, Amro Abbas, Anshuman Suri +3 | cs.LG | 2026-10-27 |
| #21 | How Reliable Is Individualized Functional-Network Attribution in Resting-State fMRI Cognitive Prediction in ADNI? | Sheethal Bhat, Mahfuzur Rahman Chowdhury, Imam Ahmed Shaik +3 | cs.CV | 2026-10-27 |
| #22 | LinMix: Data Mixing as Linear Domain Attribution | Hubert Baniecki, Przemyslaw Biecek, Martin Pawelczyk | cs.LG | 2026-10-27 |
| #23 | Does Your Generalist Skill Optimizer Really Incentivize Agentic Tasks? Rethinking Skill Optimization via Bipartite Attribution | Jiawei Zhou, Bo Peng, Yuxuan Huang +4 | cs.AI | 2026-10-27 |
| #24 | Mechanistic Failure Modes of Weight Pruning in Transformer Language Models | Nabeelah Faumi, Deshan Sumanathilaka | cs.LG | 2026-10-27 |
| #25 | Beyond Similarity Search: Knowledge Graph Metadata Enrichment for Enterprise Retrieval-Augmented Generation | Fakabbir Amin | cs.IR | 2026-10-27 |
| #26 | Do bots feel bad? Assessing empirical evidence for functional valence in LLMs | Iwan Williams | cs.AI | 2026-10-27 |
| #27 | DocXEval: A Systematic Evaluation of Explainability in Multimodal Document Understanding | Saifullah Saifullah, David Dembinsky, Stefan Agne +2 | cs.CL | 2026-10-27 |
| #28 | An Incremental Knowledge-Graph Learner Digital Twin for Evidence-Grounded Early Warning | Ngoc Luyen Le, Marie-Hélène Abel, Bertrand Laforge | cs.AI | 2026-10-27 |
| #29 | Robust LLM Data Selection via Content-Invariant Gradient Attribution | Jia Gu, Liang Pang, Huawei Shen | cs.LG | 2026-10-27 |
| #30 | Causal Localization of Evidence Effects in Transformers | Jipeng Li, Pramod Khargonekar, Yanning Shen | cs.CL | 2026-10-27 |
| #31 | GarmentSegAgent: Autonomous Garment Segmentation for Web Fashion Images via Textual Self-Refinement | Jia Chen, Chao Huang, Xinrong Hu +3 | cs.CV | 2026-10-27 |
| #32 | When Slides Met Scans: Cross-Attention for Renal Cancer Prognosis | Anusha Krishnamoorthy, Basudha Pal | eess.IV | 2026-10-26 |
| #33 | Reliability-Aware Short-Term Glycemic Risk Prediction Using an Anchor-Based Comparative Framework of Sequence, Multimodal, and State-Updating Digital-Twin Models | Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba | cs.LG | 2026-10-26 |
| #34 | Agent or Human? Detecting Commits by AI Coding Agents in the Absence of Authorship Signatures | Kosei Horikawa, Hao Li, Yutaro Kashiwa +5 | cs.SE | 2026-10-26 |
| #35 | Structure, Not Sequence: Tracking and Validating Folding Mechanisms in ESMFold's Trunk with Sparse Autoencoders | Bohan Liu, Xiaohan Fan, Wenqian Ye +1 | q-bio.QM | 2026-10-26 |
| #36 | Seeing Through Distractions: Context-Stable Attribution via the Least Core | Sai Ganesh Nagarajan, Toshinori Yamauchi, Hiroshi Kera | cs.CV | 2026-10-26 |
| #37 | Multi-Objective Reinforcement Learning Using Routed Ensembles and Trajectory Attribution | Zhenshuo Zhang, Ruoxuan Xiong, Hongyang R. Zhang | cs.LG | 2026-10-26 |
| #38 | GNN-VIEW: Visual Inspection and Explanation of Graph-based Earth-System Models | Alessandro Lucatelli, Ferdinand Unterhuber, Katharina Krenzer +4 | cs.LG | 2026-10-26 |
| #39 | Faithful Explanations under Missing Modalities in Multimodal Dementia Prognosis | Firuz Kamalov | cs.AI | 2026-10-26 |
| #40 | Did the Model Use That? Counterfactual Training Boosts Self-Attribution in Language Models | Zikai Zhou, Jiacheng Sang, Yilin Xu +2 | cs.CL | 2026-10-26 |
| #41 | Beyond feature attribution: Recovering latent interaction structures in machine learning models via localized CBFI | Sejong Oh | cs.LG | 2026-10-26 |
| #42 | Logic Hijacking of RAG: Single-Document Poisoning via Local Optimization | Hangyi Zhao, Bonan Zhang, Fusen Guo +3 | cs.AI | 2026-10-26 |
| #43 | Uncovering the Turing Test's Latent Signal: Indistinguishability as a Reward | Emanuele Rimoldi, Riccardo Neumarker, Tomaso Poggio +1 | cs.AI | 2026-10-26 |
| #44 | DecisionTraceBench: Tracking Decision-Critical Information in Multi-Party Spoken Conversations | Wenchao Du, Fangxin Shang, Long Wu +3 | cs.CL | 2026-10-26 |
| #45 | Do Words Matter? What Text Contributes to Few and Full-Shot Vision-Language Anomaly Detection | Arda Baris Basaran, Mesut Ceylan, Elgar Fleisch +1 | cs.CV | 2026-10-25 |
| #46 | From Slices to Volumes: Comparing 2D, 2.5D, and 3D Residual Networks for Pulmonary Nodule Malignancy-Risk Classification | Bahodir Nazarov, Zineb Gharib, Fatima Zazoul | cs.LG | 2026-10-25 |
| #47 | Rethinking Retrieval in the Long-Context Era: Training-Free Semantic Trees for Adaptive Context Construction | Zhe Xu, Tianhao Liao, Zhenqing Ling +3 | cs.CL | 2026-10-25 |
| #48 | Explaining Navigation Decisions: Stage-Aware Visual Attribution for Vision-Language Navigation | Yiyuan Yao, Xinpeng Ding, Minglei Chen +6 | cs.CV | 2026-10-25 |
| #49 | RoleHear: Pseudo-Labeling for Semi-Supervised Role-Attributed Streaming Speech Recognition | Zefang Liu, Chenyang Zhu, Sangwoo Cho +4 | cs.CL | 2026-10-24 |
| #50 | DualGSL: Prior-Guided Graph Structure Learning with Node-Adaptive Prediction Fusion | Yuxia Sun, Yutszyuk Wong, Huihong Chen +3 | cs.LG | 2026-10-23 |