Papers
Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents
Kaibo Huang, Yukun Wei, WanshengWu et al.
Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression
Jiameng Huang, Baijiong Lin, Guhao Feng et al.
EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models
Jiacheng Huang, Ning Yu, Xiaoyin Yi
Think-J: Learning to Think for Generative LLM-as-a-Judge
Hui Huang, Yancheng He, Hongli Zhou et al.
Long-form RewardBench: Evaluating Reward Models for Long-form Generation
Hui Huang, Yancheng He, Wei Liu et al.
A Reasoning Paradigm for Named Entity Recognition
Hui Huang, Yanping Chen, Ruizhang Huang et al.
RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction
Geting Huang, Jilong Zhang, Kai Zhou et al.
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization
Chengyu Huang, Zhengxin Zhang, Claire Cardie
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
Baixiang Huang, Zhen Tan, Haoran Wang et al.
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
Zhanghao Hu, Qinglin Zhu, Siya Qi et al.
Iterative Multi-Granular RAG with Contextual Hierarchical Graph
Yanli Hu, Teng Liu, Zhuangyi Zhou et al.
SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering
Qianyi Hu, Jiaxue Liu, Xinhui Tu et al.
On the Evaluation of Capability Estimation Methods for Large Language Models
Qiang Hu, Jin Wen, Yao Zhang et al.
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws
Nan Hu, Yike Wu, Jiaye Li et al.
DUP: Detection-guided Unlearning for Backdoor Purification in Language Models
Man Hu, Yahui Ding, Yatao Yang et al.
AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment
Jinpeng Hu, Ao Wang, Qianqian Xie et al.
End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering
Jiliang Hu, Zuchao Li, Baoyuan Qi et al.
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation
Hao Hu, Yifan Feng, Ruoxue Li et al.
Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions
Zijin Hong, Hao Wu, Su Dong et al.
Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts
Xanh Ho, Yun-Ang Wu, Sunisth Kumar et al.
REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation
Nameer Hirschkind, Joseph Liu, Xiao Yu et al.
FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance
Yi He, Ping Wang, Shiqiang Xiong et al.
TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection
Ye He, Shangzhan Li, Yuxin Zhou et al.
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
Xingwei He, Qianru Zhang, Pengfei Chen et al.