Papers
The Avengers: A Routing Recipe for Collective Intelligence in Language Models
Yiqun Zhang, Hao Li, Chenxu Wang et al.
LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval
Yaoze Zhang, Rong Wu, Pinlong Cai et al.
UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge
Yang Zhang, Cunxiang Wang, Lindong Wu et al.
ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs
Xu Zhang, Hangcheng Liu, Shangwei Guo et al.
Token-Context Attention for NLI: An Alternative to Self-Attention
Xin Zhang, Victor S. Sheng
Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions
Xiaoyun Zhang, Zhengyue Zhao, Wenxuan Shi et al.
L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization
Xiang Zhang, Rui Xie, Shikun Zhang
Interpretable Reward Model via Sparse Autoencoder
Shuyi Zhang, Wei Shi, Sihang Li et al.
How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective
Shimao Zhang, Zhejian Lai, Xiang Liu et al.
AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing
Qingyu Zhang, Chunlei Xin, Xuanang Chen et al.
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.