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Hot Papers

Anvil: Scaling Embodied Spatial Intelligence through Knowledge Recirculation
Weilin Ruan, Bohan Zhou, Jinghao Li, Yangkai Wei, Wenqian Li, Peiran Dong, Yingjie Xu, Leyi Wu, Haojian Huang, Binghui Xie, Han Yang, Kaiwen Zhou, Yinchuan Li, Ying-Cong Chen, James Cheng
2026-10-15
WxFM-XL: Adapting Univariate Foundation Models to Multi-Station Weather Forecasting
Xiao Wang, Changjian Chen, Zhuo Tang, Rongwen Li, Hongwu Liu, Kenli Li
2026-10-07
Fast Convergence through Distributed Augmentation for Class-Imbalanced Federated Learning
Arathi Nair M, J. Harshan, Anwitaman Datta
2026-10-04
The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance
Stefan Bühler, David Exler, Markus Reischl, Mark Schutera
2026-10-05
GPU-Accelerated Bregman Douglas-Rachford Splitting for Discrete Optimal Transport
Yifan Xu, Shiqian Ma
2026-10-03
VoCa: Designing Speech-Canvas Interaction for Voice-Based Conversational Agents
Yate Ge, Run Yuan, Yueran Qi, Wenjie He, Jiaqi Mo, Yangshuo Chen, Wenbin Zuo, Xiaohua Sun, Weiwei Guo, Qi Wang
2026-10-03
EMG-GPT: Predictive Pretraining on Residual-Quantized EMG Tokens for Hand Pose Estimation
Ettore Magni, Rolandos Alexandros Potamias, Stefanos Zafeiriou, Konstantinos Barmpas
2026-10-04
ContiLNN: Mitigating Slice Sampling Discontinuity with Liquid Neural Networks for Medical Image Restoration
Jialei He, Enhe Liu, Sifan Song, Pengfei Jin, Jionglong Su, Hongbin Wang, Zhixiang Lu, Yanhao Huang, Anteng Cai, Zhengyong Jiang, Jiaman Ding, S. Kevin Zhou, Jinfeng Wang
2026-10-08
asdex: Automatic Sparse Differentiation in JAX
Adrian Hill, Guillaume Dalle
2026-10-08
SWEAR: Section-Wise Efficient Audio Reasoning via Self-Rated Difficulty
Yixuan Li, Minghao Lv, Xuenan Xu, Zihao Zheng, Mengyue Wu
2026-10-09
EliteTable: Self-Improving Program Search for Executable Control Policies
Stuart Farmer
2026-10-08
An Algebraic Approach to Constrained K-means Clustering
Hiroki Oohori, Kentaro Fukushima, Michio Yamamoto
2026-10-10
Know-Thy-Not: Training-Free Targeted Negation in Dual-Encoder Vision-Language Models
DoYoung Kim, Changkyu Choi, Adín Ramírez Rivera, YunSeok Choi, Jee-Hyong Lee
2026-10-12
Boosting Transferable Adversarial Attacks against Deep Reinforcement Learning
Zexin Li, Ruili Yao, Yiming Zeng, Xiaoxue Gao
2026-10-07
Bringing Generative Learning to Representation Learning: Self-Supervised Transfer Learning as Distribution Matching
Yuling Jiao, Wensen Ma, Defeng Sun, Hansheng Wang, Yang Wang
2026-10-11
LIFT: Likelihood-Based Intervention Faithfulness Training
Anand Swaroop, Maheep Chaudhary, Kevin Zhu, Sunishchal Dev, Vasu Sharma
2026-10-12
CREATE: Creativity Evaluation of VLMs using the Visual Remote Associates Test
Ziqing Yang, Anubhav Jangra, Smaranda Muresan
2026-10-13
Spacecraft Rendezvous Trajectory Generation with Modular Constraints via Diffusion Model Composition
Mariko A. Storey-Matsutani, Richard Linares
2026-10-05
Rethinking Streaming-Perception Evaluation on Heterogeneous Edge Platforms
Misun Yu, Jinyoung Moon, Jemin Lee
2026-10-04
Interval-valued SHAP in Tree-Based Models
Chenrui Zhu, Vu-Linh Nguyen, Marie-Hélène Masson, Sébastien Destercke
2026-10-08
ARGOS: Reinforcement Learning-Driven Multidimensional Elasticity for Service Orchestration in the Computing Continuum
Javier Mateos-Bravo, Sergio Laso, Juan Luis Herrera, Ilir Murturi, Pantelis Frangoudis, Schahram Dustdar
2026-10-02
S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks
Zhendong Li, Akwum Onwunta
2026-10-02
Controllable Accent Normalization via Discrete Diffusion
Qibing Bai, Yuhan Du, Tom Ko, Shuai Wang, Yannan Wang, Haizhou Li
2026-10-02
Stimulus symmetries can confound representational similarity analyses
Farhad Pashakhanloo, Jacob A. Zavatone-Veth
2026-10-02
From Migration to Calibration: Preserving Agent Capabilities across Models, Jurisdictions, and Scale
Yaxiao Liu, Pengbo Liu, Yiwen Liu, Yihua Guan, Jiaxing Song
2026-10-02
Transform-Aligned Learned Features for Lossy Point Cloud Attribute Compression
Yueru Chen, Pengpeng Yu, Dingquan Li, Wei Gao, Wei Zhang, Fei Song
2026-10-02
Reliable mechanistic operator recovery with biologically-informed neural networks: principles for architecture and optimisation design
Rebecca M. Crossley, Yuan Yin, Sarah L. Waters, Ruth E. Baker
2026-10-02
EVOL: Simulator-Guided Evolutionary Expert Synthesis for Deployment-Free Learning Path Recommendation
Geonwoo Bang, Dongho Kim, Moohong Min
2026-10-02
Shrome at Touché: Soft-Vote Ensembling and Counter-Causal Augmentation for Causality Extraction
Roham Zendehdel Nobari, Shayan Sooratgar
2026-10-02
FearCaut-Qwen: Affective Steering in a Vision-Language Model Shifts the Decision Criterion for Hazard Assessment
Xiaoshan Zhou
2026-10-08

Fresh Papers

LIBERO-PeRM: Benchmarking Personalized Robotic Manipulation
Zhixu Li, Keqian Tang, Litian Gong, Jingyu Yao, Wenqian Zhang, Tianze Xu, Zehao Wang, Yuping Wang, Junge Zhang, Jiachen Li
2026-10-15
Gen4P: Video Generators are 4D Perceivers
Yitong Xia, Zeren Jiang, Chuanxia Zheng
2026-10-15
Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generation
SeungJu Cha, Ye-Chan Kim, HyunGee Kim, Sungho Koh, Dong-Jin Kim
2026-10-15
SoftCache: Adaptive Step Size Caching for Diffusion Transformers
Shimon Malnick, Nadav Orenstein, Ohad Fried, Shai Avidan
2026-10-15
Discovering state-of-the-art quantum circuits with large language models
Andi Gu, Alek H. Kemeny, Susanne F. Yelin, Mikhail D. Lukin
2026-10-15
GRASP: Plan-Guided Graph Retrieval with Adaptive Fusion and Reranking on Semi-Structured Knowledge Bases
Yicheng Tao, Yiqun Wang, Xiangchen Song, Xin Luo, Kai Liu, Yuanhao Huang, Jie Liu
2026-10-15
T2-z: Test-Time Optimization of Environment Latents for Robotic World Models
Chenyuan Zhou, Yining Hong, Huang Huang, Yunfan Jiang, Wenlong Huang, David Held, Vitor Campagnolo Guizilini, Yue Wang, Li Fei-Fei, Jiajun Wu, Leonidas Guibas, Yejin Choi
2026-10-15
Perceive, Predict, and Plan: a Unified World Action Model for Egocentric Dexterous Manipulation
Zirui Wu, Chen Guo, Tianjian Jiang, Zeren Jiang, Zeming Li, Lingchen Yang, Longteng Duan, Ying Xue, Handi Yin, Shenyuan Gao, Martin R. Oswald, Jun Zhang, Ping Tan, Jie Song
2026-10-15
CoDA: Co-Evolution of Data Engines and Action Policies
Tianjiao Yu, Zhilin Ou, Yifan Shen, Xinzhuo Li, Yuanzhe Liu, Onkar Kishor Susladkar, Fan Wang, Ismini Lourentzou
2026-10-15
Grounding Generative Verification in 3D Content
Shuanglin Li, Jiaying Lin, Shuquan Ye
2026-10-15
PathFM: Fast Generative Forecasting of Multivariate Trajectories
Jiachen Yao, Xiyuan Zhang, Annan Yu, Boran Han, Abdul Fatir Ansari, Shuai Zhang, Michael Bohlke-Schneider, Bernie Wang
2026-10-15
DK-VLM: Geometry as Position for Spatial Reasoning in Vision-Language Models
Han Su, Meng Tian, Tianyu Huang, Mingyu Gao, Lennox Wei, Dongxu Li, Jianhua Han, Hang Xu, Xiaohe Wu, Wangmeng Zuo
2026-10-15
OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling
Bowei Liu, Xinchen Zhang, Xuhuan Li, Tianlin Zhang, Kaian Jiang, Jingwei Liu, Congyang Zhao, Yifei Qian, Junhong Liu, Zhiheng Li, Yujiu Yang, Yang Cai, Ling Yang
2026-10-15
Scaling Multilingual Mixture-of-Experts: How Language Coverage Changes Capacity and Compute Allocation
Joel Dag, Nikit Srivastava, Hamada M. Zahera, Axel-Cyrille Ngonga Ngomo
2026-10-15
Rethinking Routing Exploration in Modern Mixture-of-Experts
Bingcong Li, Hao Ma, Michael Muehlebach, Niao He, Yi Ma
2026-10-15
SUPRA-TEX: 3D Generation with Super-Aligned Texture
Chen Yang, Jiemin Fang, Fanpeng Meng, Zihao Huang, Jichen Pang, Guanjun Wu, Zhikuan Bao, Qi Tian
2026-10-15
FDE-Gym: The Last Mile of AI Delivery
Dongxu Yang, Hongda Yan, Renxin Wang, Baoli Zhang, Haojia Zuo, Ying Zhao, Youmin Chen, Xiaojian Liao, Congming Gao, Tianyang Jiang, Yixiao Chen, Qing Wang, Zhiguo Yu, Xiaqing Li, Yuhao Zhang, Jiawen Sun, Renzhe Xu, De Mi, Tiancheng Wu, Xianya Fu, Xuanlu Zhao, Bo Feng, Meixuan Ren, Guanming Lin, Ziheng Zhou, Xinhua Wang
2026-10-15
Speculative Forcing for Efficient Autoregressive Video Generation
Hyunwook Choi, Seungryong Kim, Dongyoon Han, Sangdoo Yun
2026-10-15
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
Shangheng Du, Jinxin Shi, Shuaiyu Zhang, Yiming Wu, Junpeng Zhao, Shiyang Feng, Xin Li, Liang He, Xiangchao Yan, Bo Zhang
2026-10-15
GeoState: Learning View-Decoupled Geometry States for 3D World Modeling
Hongchang Liu, Jian Liu, Yujuan Ding, Liang Peng, Xun Jiang, Fei Ma, Xing Xu, Yi Bin
2026-10-15
3DCodeVerse: Exploring 3D Worlds as Code
Yipeng Gao, Ziyao Zeng, Jinfa Huang, Yijiang Li, Haolin Xiong, Wang Qin, Xinlei Yu, Youheng Yao, Jie Zhang, Kun-Yu Lin, Rong Liu, Yinyuan Zhao, Yajie Zhao, Meiqi Guo, Jiebo Luo, Lei Shu, Yunhao Ge, Xinyu Hu, Laurent Itti
2026-10-15
Dexterity from Supervised Play
Botao He, Yiming Dou, Yiannis Aloimonos, Jitendra Malik, Akash Sharma, Ruoshi Liu
2026-10-15
EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training
Yiyang Du, Zhanqiu Guo, Haochen Zhang, Annabella Macaluso, Xin Ye, Liu Ren, Yonatan Bisk, Chenyan Xiong
2026-10-15
Lean Graph Search for Formal Theorem Proving
Yihan Xu, Jia-Chen Gu, Junyi Zhang, Di Wu, Haikang Deng, Po-Nien Kung, Kai-Wei Chang, Amit Sahai, Wei Wang, Nanyun Peng
2026-10-15
Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty
Chengze Xie, Xuan Wang, Ying Ding, Hairong Wang, Yan Li
2026-10-15
Evaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages?
Trizal Garg, Sibayan Mitra, Arya Karanjkar, Advait Singh, Jagat Sesh Challa, Yash Sinha, Siddharth Mehrotra, Dhruv Kumar, Pratham Yogish Maliya
2026-10-15
Co-Evolving Acting and Forecasting for Language Agents
Haofei Yu, Yixing Chen, Yining Zhao, Xuyan Ye, Yuxiang Liu, Zhigang Hua, Yan Xie, Shuang Yang, Jiaxuan You
2026-10-15
KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents
Siqi Chen, Zhengxi Lu, Yuchen Yan, Xingyu Wu, Qipeng Chen, Xin Zhang, Aiting Liu, Chao Deng, Jie Liu, Jin Ma, Weiming Lu, Jun Xiao, Yongliang Shen
2026-10-15
Designing Transformers for Continuous Diffusion Language Models
Weijian Luo, Yujian Chen, Hao Jiang, Guang Cheng, Tianyang Hu
2026-10-15
ACEdit: Stable Multi-Turn Image Editing via Asymmetric Conditioning
Sara Dorfman, Nir Goren, Gal Barak, Daniel Cohen-Or, Or Patashnik
2026-10-15

reinforcement learning

Boosting Transferable Adversarial Attacks against Deep Reinforcement Learning
Zexin Li, Ruili Yao, Yiming Zeng, Xiaoxue Gao
2026-10-07
ARGOS: Reinforcement Learning-Driven Multidimensional Elasticity for Service Orchestration in the Computing Continuum
Javier Mateos-Bravo, Sergio Laso, Juan Luis Herrera, Ilir Murturi, Pantelis Frangoudis, Schahram Dustdar
2026-10-02
EVOL: Simulator-Guided Evolutionary Expert Synthesis for Deployment-Free Learning Path Recommendation
Geonwoo Bang, Dongho Kim, Moohong Min
2026-10-02
Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoning
Ilia Mahrooghi, Aryo Lotfi, Emmanuel Abbe
2026-10-02
AdaStep: Adaptive Step Credit Weighting for Agentic Reinforcement Learning
Xin Wang, Wenhao Wu, Menghao Zhang, Zhi Wang, Kun Shao, Jian Luan
2026-10-02
Toward SLM-based agentic task-tool intent matching
Chiara Troiani, Arash Salarian, Majed El Helou, Benjamin Ryder, Jean Diaconu, Hervé Muyal, Marcelo Yannuzzi
2026-10-02
DAGR: State-Conditioned Goal Representations via Difference-Aware Goal Cross-Attention
Xing Lei, Wenyan Yang, Xuetao Zhang, Donglin Wang
2026-10-02
ROVE: Unlocking Human Interventions for Humanoid Manipulation via Reinforcement Learning
Wei Xiao, Weiliang Tang, Yuying Ge, Hui Zhou, Yao Mu, Li Zhang, Yixiao Ge
2026-10-02
Not Until the Evidence Says So: Teaching LLM Investigators When to Close a Case
Tingzhu Bi, Ping Wang, Meng Ma
2026-10-02
Gains and Collapse in On-Policy Distillation:A Reinforcement Learning Perspective
Han Cui, Jianhao Yan, Yun Luo, Hongbo Zhang, Zhizhang Fu, Yue Zhang
2026-10-02
Coverage You Can Steer: Online Conformal Calibration for RL-Driven Hardware-Aware NAS
Pedro Brandimarte, Nerea Aranjuelo, Marcos Nieto, Oihana Otaegui
2026-10-02
How to Find and Reuse Policies for Continuous Adaptation in Lifelong Reinforcement Learning
Saptarshi Nath, Inish M. D'Souza, Antonio Carta, Soheil Kolouri, Andrea Soltoggio
2026-10-02
Beyond Single Videos: Benchmarking and Active Evidence Seeking for E-Commerce Cross-Video Reasoning
Jinghan Zhao, Yiman Hu, Liang Wu, Jian Xu, Bo Zheng
2026-10-02
Learning Transferable Policies from Action-free Time Series Through Dynamical Embeddings
Niklas Emonds, Georgia Koppe
2026-10-02
HARPO: Hallucination-Aware Reinforcement Learning for Faithful and Creative Language Generation
Tiezheng Yu, Yuxin Jiang, Jinpeng Li, Shuning Sun, Fei Mi, Haoli Bai, Lifeng Shang
2026-10-02
hacktrace: behavior-supervised detection of reward hacking during code generation
Hao Jiang, Xin Li, Annan Wang, Yichi Zhang, Weisi Lin
2026-10-02
Continual Reinforcement Learning with Neuroevolution
Eleni Nisioti, Andrea Cossu, Kathrin Korte, Sebastian Risi
2026-10-02
Reach or Solve? Deep Diving into Agentic RL Gains with Checkpoint Handoffs
Xuan Liu, Jingbin Qian
2026-10-02
RASPER: Reward-Aligned Summarization of Clinical Notes for EHR Outcome Prediction
Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Chen Chen, Dongjie Wang, Zijun Yao
2026-10-02
Denser $\neq$ Better: Limits of On-Policy Self-Distillation for Continual Post-Training
Meng Wang, Haohan Zhao, Wenzhuo Liu, Lu Yang, Geng Liu, Haiyang Guo, Guo-Sen Xie, Gaofeng Meng, Hongbin Liu, Fei Zhu
2026-10-02
Timescale Separation Enables Deep Reinforcement Learning Control of Rotating Detonation Engine Mode Transitions
Kristian Holme, Jean Rabault, Ricardo Vinuesa, Mikael Mortensen
2026-10-02
CATCH: A Controllable Analysis Testbed for Reward Hacking in Coding RL
Shouli Wang, Yanfeng Jia, Zhihao Ou, Zitao Su, Ruize He, Haotong Xie, Hao Peng, Juanzi Li, Xiaozhi Wang
2026-10-02
Hint-Guided Diversified Policy Optimization for LLM Reasoning
Zhiyu Cao, Kaixin Wu, Mingjie Zhong, Peifeng Li, Can Ye, Qiaoming Zhu
2026-10-02
Offline Policy Optimization with Posterior Sampling
Hongqiang Lin, Dongxu Zhang, Yiding Sun, Mingzhe Li, Ning Yang, Haijun Zhang
2026-10-02
LLM-Guided Reinforcement Learning with Representative Agents for Traffic Modeling
Hanlin Sun, Jiayang Li
2026-10-02
Novelty Adaptation Through Hybrid Large Language Model (LLM)-Symbolic Planning and LLM-guided Reinforcement Learning
Hong Lu, Pierrick Lorang, Timothy R. Duggan, Jivko Sinapov, Matthias Scheutz
2026-10-02
Turnover-Orthogonal Credit Assignment for Open-Team Multi-Agent Reinforcement Learning
Amit Thakur, Mukesh Singhal
2026-10-02
Understanding Enrichment in Reinforcement Learning
Jinwoo Kim, Shraddha Barke
2026-10-02
All Work And No Play Makes Jack a Dull Boy: Understanding and Preventing Catastrophic Strategy Collapse in RLVR
Qiyuan Huang, Tianshi Xu, Meng Li
2026-10-02
SWEAR: Section-Wise Efficient Audio Reasoning via Self-Rated Difficulty
Yixuan Li, Minghao Lv, Xuenan Xu, Zihao Zheng, Mengyue Wu
2026-10-09

language

Language2Drive: Do Vision-Language-Action Models Really Follow the Instructions in Autonomous Driving?
Zihan You, Zehua Fan, Wenqi Lyu, Aoqi Wang, Ni Wang, Yifei Yang, Linge Zhao, Huan Li, Sining Ang, Yuguang Yang, Jueyu Chen, Xiangyu Li, Qianshan Wei, Jieyuan Pei, Yuxin Wang, Zhiwen Chen, Jiaqi Li, Wenxuan Song, Yanyuan Qiao, Benjin Zhu, Haoang Li, Yan Wang
2026-10-12
GenState-AI: State-Aware Dataset for Text-to-Video Retrieval on AI-Generated Videos
Minghan Li, Tongna Chen, Tianrui Lv, Yishuai Zhang, Suchao An, Guodong Zhou
2026-10-14
Documenting Trofinetide Treatment Phenotypes in Rett Syndrome with a Dual-LLM Consensus Pipeline
Daniel Palacios, Guantong Qi, Mikael Guzman Karlsson, Shawntel K. David, Mohammed Sameeruddin, Bernhard Suter, Zhandong Liu, Davut Pehlivan, Hu Chen
2026-10-15
BabelFake: A Multilingual Audio-Visual DeepFake Benchmark
Carlotta Segna, Joel Tschesche, Anna Rohrbach
2026-10-05
Think Multilingual, Not Harder: A Framework for Analyzing and Teaching Code-Switched Reasoning
Eleanor M. Lin, David Jurgens
2026-10-03
BabelFake: A Multilingual Audio-Visual DeepFake Benchmark
Carlotta Segna, Joel Tschesche, Anna Rohrbach
2026-10-08
INMS: Memory Sharing for Large Language Model based Agents
Hang Gao, Yongfeng Zhang
2026-10-04
The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance
Stefan Bühler, David Exler, Markus Reischl, Mark Schutera
2026-10-05
Coupled Harness--Model Evolution for Scientific Equation Discovery
Pengze Li, Jiaquan Zhang, Encheng Su, Yunbo Long, Zihang Zeng, Xinping Liu, Han Zhang, Junchi Yu, Shixiang Tang, Aoran Wang, Xi Chen
2026-10-13
Structural and Representational Agency in LLM-Driven Timbre Generation and Interpolation
Joseph Cameron, Alan Blackwell
2026-10-08
Sri Lanka Document Datasets: A Large-Scale, Multilingual Resource for Law, News, and Policy
Nuwan I. Senaratna
2026-10-12
Know-Thy-Not: Training-Free Targeted Negation in Dual-Encoder Vision-Language Models
DoYoung Kim, Changkyu Choi, Adín Ramírez Rivera, YunSeok Choi, Jee-Hyong Lee
2026-10-12
CREATE: Creativity Evaluation of VLMs using the Visual Remote Associates Test
Ziqing Yang, Anubhav Jangra, Smaranda Muresan
2026-10-13
Dialect-Robust Speech Language Models with Synthetic Pseudo-Dialect Augmentation
Shunsuke Mitsumori, Tomoya Mizumoto, Yusuke Fujita
2026-10-07
EliteTable: Self-Improving Program Search for Executable Control Policies
Stuart Farmer
2026-10-08
Typed Decision Models on Tabular Data
Baowen Zhang, Hangting Ye, Hongyuan Zha
2026-10-14
Controllable Accent Normalization via Discrete Diffusion
Qibing Bai, Yuhan Du, Tom Ko, Shuai Wang, Yannan Wang, Haizhou Li
2026-10-02
Mawqif-XT: An Arabic Benchmark Dataset for Cross-Target Stance Detection
Rasha Albalawi, Nuha Albadi, Hamzah Luqman, Maram Kurdi, Saad Ezzini, Asma Yamani, Ahmed Ashraf
2026-10-02
EvoRiskBench: An Evolving Benchmark for Runtime Security Risks in Workspace Agents
Shiyi Kuang, Xuemei Luo, Kun Liu, Junhai Li, Rui Tian, Feng Shi, Bo Shen, Nianyu Li, Dehui Li, Ping Chen
2026-10-02
Architecture-Dependent Fusion Pathways in MLLMs
Hebao Zhu, Dongxia Wu
2026-10-02
Navigating the Reality Gap: On-Device Continual Adaptation of ASR for Clinical Telephony
Darshil Chauhan, Adityasinh Solanki, Vansh Patel, Kanav Kapoor, Ritvik Jain, Aditya Bansal, Pratik Narang, Dhruv Kumar
2026-10-02
Harness-Aware Distillation for Small Language Model Agents
Moonseok Choi, Taehong Moon, Giung Nam, Juho Lee
2026-10-02
Shrome at Touché: Soft-Vote Ensembling and Counter-Causal Augmentation for Causality Extraction
Roham Zendehdel Nobari, Shayan Sooratgar
2026-10-02
Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoning
Ilia Mahrooghi, Aryo Lotfi, Emmanuel Abbe
2026-10-02
COSMI: COmpositional Synthesis of Multi-object Interactions
Daniel Eskandar, Ilya A. Petrov, Gerard Pons-Moll
2026-10-02
Collective Bias Mitigation via Model Routing and Collaboration
Mingzhe Du, Luu Anh Tuan, Xiaobao Wu, Yichong Huang, Yue Liu, Dong Huang, Huijun Liu, Bin Ji, Jie M. Zhang, See-Kiong Ng
2026-10-02
EchoDistill: Robust Large Audio Language Models via Noisy-to-Clean Self-Distillation
Kaiwen Luo, Chunxi Luo, Liang Lin, Yuxuan Li, Zhenhong Zhou, Junhao Dong, Yingjie Zhou, Zhendong Chu
2026-10-02
D2K-Bench: Can LLM Agents Turn Expert Designs into Efficient GPU Kernels?
Daifeng Li, Huiqiang Jiang, Chengruidong Zhang, Wei Wu, Xudong Guo, Jianhong Tu, Jianwei Zhang, Binhang Yuan, Dayiheng Liu
2026-10-02
Learning from the Gap Between Pass@K and Pass@1
Xuan Liu, Jingbin Qian, Haosheng Chen
2026-10-02
SWEAR: Section-Wise Efficient Audio Reasoning via Self-Rated Difficulty
Yixuan Li, Minghao Lv, Xuenan Xu, Zihao Zheng, Mengyue Wu
2026-10-09