Papers
ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness
Mingjie Zhang, Xiaoling Zhou, Yuxiao Luo et al.
Collaborative LLM Numerical Reasoning with Local Data Protection
Min Zhang, Yuzhe Lu, Yun Zhou et al.
CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models
Mengfei Zhang, Zhenglin Wang
MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization
Lanxue Zhang, Yuqiang Xie, Fang Fang et al.
LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
Jusheng Zhang, Ningyuan Liu, Yijia Fan et al.
Multi-Metric Preference Alignment for Generative Speech Restoration
Junan Zhang, Xueyao Zhang, Jing Yang et al.
TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction
Jie Zhang, Bo Tang, Wanzi Shao et al.
Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI
Jie Zhang, Chenxu Niu, Zhefeng Nan et al.
Prune4Web: DOM Tree Pruning Programming for Web Agent
Jiayuan Zhang, Kaiquan Chen, Zhihao Lu et al.
AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code
Jianqing Zhang, Wei Xia, Hande Dong et al.
LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction
Hui Zhang, Po Hu, Wei Emma Zhang
MoLoRA: Boosting LLM-based End-to-end Speech Translation with Mixture of Low-rank Experts
Hao Zhang, Yaqi Chen, Nianwen Si et al.
WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation
Guo-Biao Zhang, Zhijing Wu, Tian Lan et al.
Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction
Guangjun Zhang, Hu Zhang, Yazhou Han et al.
EA-VAE: Learning to Reconstruct Dysarthric Speech via Variational Autoencoder with Encoding Alignment
Daipeng Zhang, Wenhuan Lu, Xianghu Yue et al.
RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA
Chao Zhang, Minghan Li, Tianrui Lv et al.
Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning
Bowen Zhang, Jun Ma, Fuqiang Niu et al.
Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective
Bo-Wen Zhang, Yan Yan, Guang Liu et al.
Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task
Bo Zhang, Cong Gao, Linkang Yang et al.
JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction
Yuhao Zhan, Yuqing Zhang, Jing Yuan et al.
MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy
Shaoxiong Zhan, Yanlin Lai, Ziyu Lu et al.
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
Xingshan Zeng, Weiwen Liu, Xu Huang et al.
SlideTailor: Personalized Presentation Slide Generation for Scientific Papers
Wenzheng Zeng, Mingyu Ouyang, Langyuan Cui et al.
Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization
Daojian Zeng, Tianle Li, Jiahao Yang et al.
CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge
Lei Zan, Keli Zhang, Ruichu Cai et al.