| 1 | SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models | Junchao Huang, Guian Fang, Shengju Qian +15 | cs.CV | 2026-09-02 |
| 2 | Towards Trustworthy Autonomous Robots: An Explainable AI-Based Decision Framework | Cagri Temel | cs.RO | 2026-09-02 |
| 3 | Trace as State: Reasoning Traces as Conditional States for Long-Context Transformers | Xu Zou, Jie Tang | cs.CL | 2026-09-02 |
| #4 | Generating Medical Image Counterfactuals using Causal Explanations | David A. Kelly, Tom Yaacov, Nathan Blake +2 | cs.CV | 2026-09-02 |
| #5 | When Decodability Is Not Enough: Logical Validity Representations, Behavioral Dissociation, and Causal Tests in Language Models | Smitha Muthya Sudheendra, Jaideep Srivastava | cs.CL | 2026-09-02 |
| #6 | Coverage, Not Targeting: A Structural Regime in Multi-Turn Agent Credit Assignment | Chenyu Zhou, Qiliang Jiang, Shuning Wu +1 | cs.LG | 2026-09-02 |
| #7 | TempoGround: State-Aware Streaming Visual Grounding with Vision-Language Models | Leqian Ding, Junning Qiu, Manwen Yang +2 | cs.CV | 2026-09-02 |
| #8 | What Is Worth Representing? Representational Empowerment for Continual Model Construction | Fei Dai, Hanqi Zhou, Alison Gopnik +1 | cs.LG | 2026-09-02 |
| #9 | Signal or Noise? Auditing Rotation-Induced Saliency Drift in Medical and Aerial Imaging | Khawaja Murad ul Hassan, Mehran Ebrahimi | cs.CV | 2026-09-02 |
| #10 | Learning the Constitutive Behavior of Materials via Neural Operators and Causal Attention: Case Studies in Plasticity and Damage | Rishabh Arora, Lisa Scheunemann, Tim Brepols +1 | cs.LG | 2026-09-02 |
| #11 | C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees | S M Rafiuddin, Atriya Sen | cs.CL | 2026-09-02 |
| #12 | A Computational Comparison of Fourier Spectral Differentiation and Spatial Automatic Differentiation in Periodic Physics-Informed Neural Networks | Xilai Liang, Zhao Zhang | cs.LG | 2026-09-02 |
| #13 | Who Drives the Probability Game of VLMs? A Temporal Causal Drive Evaluation Framework | Shuyao Xiao, Shengling Wang, Haoyu Niu +4 | cs.CV | 2026-09-02 |
| #14 | Looped Transformers under the Jacobian Lens: Does the Global Workspace Survive Recurrence? | Wenlong Wang, Fergal Reid | cs.AI | 2026-09-01 |
| #15 | Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation | Himil Vasava, Ming Jiang | cs.CL | 2026-09-01 |
| #16 | The Rise of Verbal Reinforcement Learning | Kshitij Tayal, Arun Sharma, Genta Indra Winata +2 | cs.CL | 2026-09-01 |
| #17 | Facet-0: A Robotic Foundation Model for Contact-Rich Precise Manipulation | Haoyuan Deng, Haichao Liu, Wenkai Guo +6 | cs.RO | 2026-09-01 |
| #18 | The Structure of Quantization Damage in LLMs: Why the Next Bit Should Be Spent Globally | Jundong Hu, Shekar Ramachandran | cs.LG | 2026-09-01 |
| #19 | EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation | Qing Zhao, Haowei Li, Weijian Deng +2 | cs.AI | 2026-09-01 |
| #20 | Public-Sharing Labels and Verbatim Field Egress in an MCP-to-A2A Agent Configuration: A Controlled Multi-Model Study | Arpan Kumar Mahapatra | cs.CR | 2026-09-01 |
| #21 | Behaviorally Effective LoRA Writes Are Sparse and Structured | Haruto Sato, Yuki Tanaka, Ren Nakamura +2 | cs.CL | 2026-09-01 |
| #22 | EDGE: Error Dependency Graph-Guided Multi-Error Attribution in Multi-Agent LLM Systems | Jun Hou, Priya Pitre, Yi Fang +1 | cs.AI | 2026-09-01 |
| #23 | Separating Syntax from Language: A Mechanistic Account of Translation in Multilingual LLMs | Mikhail Sonkin, Tanja Baeumel, Daniil Gurgurov +2 | cs.CL | 2026-09-01 |
| #24 | Exploring Sparse Autoencoders in Text-Based Causal Confounding Adjustment | Mian Zhong, Katherine A. Keith, Anjalie Field | cs.CL | 2026-09-01 |
| #25 | Some Emotions Run Deeper: Layer-wise Probing and Causal Intervention in Large Language Models | Tian Fang, Gaël Guibon, Davide Buscaldi | cs.CL | 2026-09-01 |
| #26 | Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget | Alex Chadyuk, Alicia Zhang, Roy Kucukates | cs.LG | 2026-09-01 |
| #27 | Lagged Coupling: Internal Representations Become Readable Before They Become Causal | Xining Xun | cs.CL | 2026-09-01 |
| #28 | Causal Evidentiary Governance for High-Risk Machine Learning Systems | Samah Kareem, Barış Çeliktaş | cs.CY | 2026-09-01 |
| #29 | Context-Grounding Gains Are Mediated by Pre-existing Machinery: Auditing GRPO, SFT, and DPO | Prakhar Gupta, Vaibhav Gupta | cs.CL | 2026-09-01 |
| #30 | CacheBridge: Efficient Cross-Model KV Cache Transfer | Xingyu Qu, Siyuan Lu, Zhiyu Chen +2 | cs.AI | 2026-09-01 |
| #31 | Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources | Ivan Decostanzi, Michele Ronco, Sergio Consoli +8 | cs.AI | 2026-09-01 |
| #32 | Visual Attention Faithfulness in Vision-Language Models is Heterogeneous | Xurui Song, Weishi Wang, Zhongqi Yue +5 | cs.CV | 2026-09-01 |
| #33 | How Do Language Models Choose Between Context and Memory? | Benjamin Shih, John Winnicki, Arianna Cao | cs.LG | 2026-09-01 |
| #34 | Physically Plausible Video Generation via Visual-Semantic Chain-of-Events Conditioning | Zixuan Wang, Yixin Hu, Wen Li +4 | cs.CV | 2026-09-01 |
| #35 | Panda Diplomacy: Foundation Model Pre-training across Particle Imaging Detectors for High Energy and Nuclear Physics | Samuel Young, César Jesús-Valls, Kazuhiro Terao | hep-ex | 2026-09-01 |
| #36 | CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RAN | Pranshav Gajjar, Vijay K Shah | cs.LG | 2026-09-01 |
| #37 | The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space | Jacob Brinton, Jannik Brinkmann, Mark Crovella +1 | cs.CL | 2026-09-01 |
| #38 | (V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement | Zach Studdiford, Kanishka Misra | cs.CL | 2026-08-31 |
| #39 | Puppeteer: Object-Grounded Posture-Aware Co-Speech Gesture Generation | Vida Adeli, Soroush Mehraban, Jacob Rommann +3 | cs.CV | 2026-08-31 |
| #40 | Where Should Experience Live? Hierarchical Hebbian Memory for Continual Vision Transformers | Mohammed Yusuf Mujawar, Noorbakhsh Amiri Golilarz | cs.CV | 2026-08-31 |
| #41 | Geometry-aware Latent Autoregressive Generative Model for PDEs in Complex Domains | Zi Wang, Minghui Xu, Tapan Mukerji | cs.LG | 2026-08-31 |
| #42 | Authority Bias in Conversational Search Engines for Academic Paper Recommendation | Uthman Jinadu, Parsa Ghazvinian, Anjila Budathoki +3 | cs.AI | 2026-08-31 |
| #43 | ZimaBlue: Evolving Generalizable World Action Models through Scalable Video Pre-training | Xionghao Wu, Yijun Yang, Shiyang Zhou +17 | cs.CV | 2026-08-31 |
| #44 | The First Token Is a Clue: Verbalizing Multi-Token Concepts from the J-lens | Xijie Gong, Tonghan Wang | cs.CL | 2026-08-31 |
| #45 | Generative artificial intelligence for reliable mechanistic reasoning for corrosion | Bharath M N, R K Singh Raman, Alankar Alankar | cs.LG | 2026-08-31 |
| #46 | CAER: Causal Action Effect Reweighting for World Model Training | Jianjie Fang, Xvyuan Liu, Ziyou Wang +9 | cs.AI | 2026-08-31 |
| #47 | Do VLMs Share Safety Neurons Across Modalities? | Jiaxuan Li, Jiahao Zhang, Duc Minh Vo +3 | cs.LG | 2026-08-31 |
| #48 | NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference | Aurélien Lac, Tony Wu | cs.IR | 2026-08-31 |
| #49 | Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages? | Donghoon Han, SungHyun Moon, Aidyn Zhakatayev +2 | cs.CL | 2026-08-31 |
| #50 | SocialReasonBench: A Video-QA Benchmark for Social Reasoning with Counterfactual Narrative Videos | Zheyu Huang, Zijing Shi, Haozhe Luo +4 | cs.CL | 2026-08-31 |