| 2025 | Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. | Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon |
| 2025 | Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs. | Zhuoxuan Zhang, Jinhao Duan, Edward Kim, Kaidi Xu |
| 2025 | A Decoupled Multi-Agent Framework for Complex Text Style Transfer. | Lingxi Zhang, Yu-Neng Chuang, Guanchu Wang, Ruixiang Tang, Xuanting Cai, Rajesh Shenoy, Xia Hu |
| 2025 | ARXSA: A General Negative Feedback Control Theory in Vision-Language Models. | Zeyu Zhang, Tianqi Cheng, Yuki Todo |
| 2025 | SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression. | Biao Zhang, Lixin Chen, Tong Liu, Bo Zheng |
| 2025 | An Orthogonal High-Rank Adaptation for Large Language Models. | Xin Zhang, Guang-Ze Chen, Shuzhen Li, Zhulin Liu, C. L. Philip Chen, Tong Zhang |
| 2025 | Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation. | Hongxiang Zhang, Hao Chen, Muhao Chen, Tianyi Zhang |
| 2025 | Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values. | Hongbo Zhang, Han Cui, Guangsheng Bao, Linyi Yang, Jun Wang, Yue Zhang |
| 2025 | PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process. | Xinliang Frederick Zhang, Nicholas Beauchamp, Lu Wang |
| 2025 | BTS: Harmonizing Specialized Experts into a Generalist LLM. | Qizhen Zhang, Prajjwal Bhargava, Chloe Bi, Chris X. Cai, Jakob Nicolaus Foerster, Jeremy Fu, Punit Singh Koura, Ruan Silva, Sheng Shen, Emily Dinan, Suchin Gururangan, Mike Lewis |
| 2025 | Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks. | Tianyi Zhang |
| 2025 | AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling. | Xiantao Zhang |
| 2025 | Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models. | Jiaxin Zhang |
| 2025 | Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression. | Yi Zhang, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Jilin Hu |
| 2025 | MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media. | Wei Zhai, Nan Bai, Qing Zhao, Jianqiang Li, Fan Wang, Hongzhi Qi, Meng Jiang, Xiaoqin Wang, Bing Xiang Yang, Guanghui Fu |
| 2025 | A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies. | Zhaxi Zerong, Chenxi Li, Xinyi Liu, Ju-hui Chen, Fei Xia |
| 2025 | PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues. | Matthew Zent, Digory Smith, Simon Woodhead |
| 2025 | An Empirical Study of Position Bias in Modern Information Retrieval. | Ziyang Zeng, Dun Zhang, Jiacheng Li, Panxiang Zou, Yudong Zhou, Yuqing Yang |
| 2025 | Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data. | Shenglai Zeng, Jiankun Zhang, Pengfei He, Jie Ren, Tianqi Zheng, Hanqing Lu, Han Xu, Hui Liu, Yue Xing, Jiliang Tang |
| 2025 | ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt. | Fanhu Zeng, Fei Zhu, Haiyang Guo, Xu-Yao Zhang, Cheng-Lin Liu |
| 2025 | CARD: Cross-modal Agent Framework for Generative and Editable Residential Design. | Pengyu Zeng, Jun Yin, Miao Zhang, Yuqin Dai, Jizhizi Li, ZhanXiang Jin, Shuai Lu |
| 2025 | Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications. | Yiming Zeng, Wanhao Yu, Zexin Li, Tao Ren, Yu Ma, Jinghan Cao, Xiyan Chen, Tingting Yu |
| 2025 | Thinking Out Loud: Do Reasoning Models Know When They're Right? | Qingcheng Zeng, Weihao Xuan, Leyang Cui, Rob Voigt |
| 2025 | NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities. | Changyu Zeng, Yifan Wang, Zimu Wang, Wei Wang, Zhengni Yang, Muyi Bao, Jimin Xiao, Anh Nguyen, Yutao Yue |
| 2025 | ReviewRL: Towards Automated Scientific Review with RL. | Sihang Zeng, Kai Tian, Kaiyan Zhang, Yuru Wang, Junqi Gao, Runze Liu, Sa Yang, Jingxuan Li, Xinwei Long, Jiaheng Ma, Biqing Qi, Bowen Zhou |