Papers
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
Ge Chang, Jinbo Su, Jiacheng Liu et al.
SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory
Hao Wang, Ziyi Ni, Huacan Wang et al.
ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding
Yuhang Li, Chenchen Zhang, Ruilin Lv et al.
AIRCoder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion
Chuanqi Shi, Miao Gao, Zhiqiang Gao
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
Di Zhang, Xun Wu, Shaohan Huang et al.
Chart-MRAG: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents
Ymyang, Jiang Zhong, Li Jin et al.
CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation
Yunfan Yang, Cuiling Lan, Jitao Sang et al.
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge
Sua Lee, Sanghee Park, Jinbae Im
AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning
Yuanfu Sun, Kang Li, Dongzhe Fan et al.
GMFL: Efficient Global Masking for Federated LLM Fine-tuning
Xin Huang, Yan Hu, Yue-Jiao Gong et al.
TPA: Next Token Probability Attribution for Detecting Hallucinations in RAG
Pengqian Lu, Jie Lu, Anjin Liu et al.
EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention
Yifan Zhang, Chen Huang, Yueke Zhang et al.
WebSynthesis: World Model-Guided Monte Carlo Tree Search for Efficient WebAgent Trajectory Synthesis
Yifei Gao, Junhong Ye, Yifan Yang et al.
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
Chuang Zhou, Zheng Yuan, Linhao Luo et al.
MERIT Feedback Elicits Better Bargaining in LLM Negotiators
Jihwan Oh, Murad Aghazada, Yooju Shin et al.
ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning
Zhirong Chen, Kaiyan Chang, Zhuolin Li et al.
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang et al.
VLN-NF: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions
Hung-Ting Su, Ting-Jun Wang, Jia-Fong Yeh et al.
CUB: Benchmarking Context Utilisation Techniques for Language Models
Lovisa Hagström, Youna Kim, Haeun Yu et al.
Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
Yifei Li, Weidong Guo, Lingling Zhang et al.
Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration
Zhenhua Wang, Chunlei Wang, Yue Geng et al.
Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models
Yu Tian, Jie Xing, Ziming Li et al.
IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation
Bosi Wen, Yilin Niu, Cunxiang Wang et al.
PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation
Junho Park, Dohoon Kim, Taesup Moon
CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution
Xiangxi Zheng, Kuang He, Jiayi Hu et al.