| 2025 | HGAdapter: Hypergraph-based Adapters in Language Models for Code Summarization and Clone Detection. | Guang Yang, Yujie Zhu |
| 2025 | SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion. | Mengxue Yang, Chun Yang, Jiaqi Zhu, Jiafan Li, Jingqi Zhang, Yuyang Li, Ying Li |
| 2025 | CodeArena: Evaluating and Aligning CodeLLMs on Human Preference. | Jian Yang, Jiaxi Yang, Wei Zhang, Ke Jin, Yibo Miao, Lei Zhang, Liqun Yang, Zeyu Cui, Yichang Zhang, Zhoujun Li, Binyuan Hui, Junyang Lin |
| 2025 | UTMath: A Benchmark for Math Evaluation with Unit Test. | Bo Yang, Qingping Yang, Yingwei Ma, Runtao Liu |
| 2025 | XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression. | Haoqi Yang, Yao Yao, Zuchao Li, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2025 | Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning. | Zhaohui Yang, Yuxiao Ye, Shilei Jiang, Shihong Deng, Chen Hu, Linjing Li, Daxin Jiang |
| 2025 | Coarse-to-Fine Grounded Memory for LLM Agent Planning. | Wei Yang, Jinwei Xiao, Hongming Zhang, Qingyang Zhang, Yanna Wang, Bo Xu |
| 2025 | GSID: Generative Semantic Indexing for E-Commerce Product Understanding. | Haiyang Yang, Qinye Xie, Qingheng Zhang, Chen Li Yu, Huike Zou, Chengbao Lian, Shuguang Han, Fei Huang, Jufeng Chen, Bo Zheng |
| 2025 | DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search. | Lei Yang, Shaoyang Xu, Jianxiang Peng, Shaolin Zhu, Deyi Xiong |
| 2025 | InterIDEAS: Philosophical Intertextuality via LLMs. | Yue Yang, Yinzhi Xu, Chenghao Huang, JohnMichael Jurgensen, Han Hu, Hao Wang |
| 2025 | Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning. | Chang Yang, Xinrun Wang, Qinggang Zhang, Qi Jiang, Xiao Huang |
| 2025 | Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors. | Zhiyu Yang, Shuo Wang, Yukun Yan, Yang Deng |
| 2025 | Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? | Zhihui Yang, Yupei Wang, Kaijie Mo, Zhe Zhao, Renfen Hu |
| 2025 | ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement. | Shan Yang, Kun Wu, Zeju Li, Linlin Zhang, Xiangyu Pei, Leike An, Yu Liu |
| 2025 | CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models. | Zhengdong Yang, Zhen Wan, Sheng Li, Chao-Han Huck Yang, Chenhui Chu |
| 2025 | ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents. | Linyi Yang, Yixuan Weng |
| 2025 | GraphAgent: Agentic Graph Language Assistant. | Yuhao Yang, Jiabin Tang, Lianghao Xia, Xingchen Zou, Yuxuan Liang, Chao Huang |
| 2025 | KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction. | Yang Yang, Mohan Timilsina, Edward Curry |
| 2025 | Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio. | Yiran Yang, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Huazheng Wang, Pengfei Ren, Jing Wang, Jianxin Liao |
| 2025 | MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition. | Zhongyu Yang, Junhao Song, Siyang Song, Wei Pang, Yingfang Yuan |
| 2025 | How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis. | Yushi Yang, Filip Sondej, Harry Mayne, Andrew Lee, Adam Mahdi |
| 2025 | Spoken Conversational Agents with Large Language Models. | Huck Yang, Andreas Stolcke, Larry P. Heck |
| 2025 | Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation. | Wenzhang Yang, Xiaoning Ren, Cuifeng Gao, Yinxing Xue |
| 2025 | Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models. | Hao Yang, Lizhen Qu, Ehsan Shareghi, Gholamreza Haffari |
| 2025 | Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning. | Wanqian Yang, Aahlad Manas Puli, Rajesh Ranganath |