| 2025 | From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. | Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song |
| 2025 | StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization. | Xuhui Zheng, Kang An, Ziliang Wang, Yuhang Wang, Yichao Wu |
| 2025 | MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models. | Zhengyi Zhao, Shubo Zhang, Yuxi Zhang, Yanxi Zhao, Yifan Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu |
| 2025 | T | Zhengyi Zhao, Shubo Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu |
| 2025 | Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support. | Cen Mia Zhao, Tiantian Zhang, Hanchen Su, Yufeng Wayne Zhang, Shaowei Su, Mingzhi Xu, Yu Liu, Wei Han, Jeremy Werner, Claire Na Cheng, Yashar Mehdad |
| 2025 | Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow. | Jianfei Zhao, Feng Zhang, Xin Sun, Chong Feng |
| 2025 | MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning. | Wenshuo Zhao, Haoxing Zhai, Xinyu Qiu, Zhenting Qi, Shuhe Li, Linchao Zhu |
| 2025 | Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering. | Jihao Zhao, Chunlai Zhou, Daixuan Li, Shuaishuai Zu, Biao Qin |
| 2025 | Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning. | Jinman Zhao, Xueyan Zhang, Jiaru Li, Jingcheng Niu, Yulan Hu, Erxue Min, Gerald Penn |
| 2025 | CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space. | Yong Zhao, Kai Xu, Zhengqiu Zhu, Yue Hu, Zhiheng Zheng, Yingfeng Chen, Yatai Ji, Chen Gao, Yong Li, Jincai Huang |
| 2025 | Permutative Preference Alignment from Listwise Ranking of Human Judgments. | Yang Zhao, Yixin Wang, Mingzhang Yin |
| 2025 | Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling. | Yue Zhao, Xiaoyu Wang, Dan Wang, Zhonglin Jiang, Qingqing Gu, Teng Chen, Ningyuan Xi, Jinxian Qu, Yong Chen, Luo Ji |
| 2025 | Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. | Weixiang Zhao, Xingyu Sui, Xinyang Han, Yang Deng, Yulin Hu, Jiahe Guo, Libo Qin, Qianyun Du, Shijin Wang, Yanyan Zhao, Bing Qin, Ting Liu |
| 2025 | Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance. | Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Baobao Chang, Minjia Zhang |
| 2025 | InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback. | Henry Hengyuan Zhao, Wenqi Pei, Yifei Tao, Haiyang Mei, Mike Zheng Shou |
| 2025 | Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration. | Yangyang Zhao, Ben Niu, Yuxuan Tan, Shihan Wang, Libo Qin |
| 2025 | GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction. | Jie Zhao, Wanting Ning, Yuxiao Fei, Yubo Feng, Lishuang Li |
| 2025 | COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation. | Di Zhao, Longhui Ma, Siwei Wang, Miao Wang, Zhao Lv |
| 2025 | Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing. | Xueguan Zhao, Wenpeng Lu, Chaoqun Zheng, Weiyu Zhang, Jiasheng Si, Deyu Zhou |
| 2025 | DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation. | Libo Zhao, Jing Li, Ziqian Zeng |
| 2025 | VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios. | Minyi Zhao, Yi Liu, Jianfeng Wen, Boshen Zhang, Hailang Chang, Zhiheng Ouyang, Jie Wang, Wensong He, Shuigeng Zhou |
| 2025 | PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models. | Chenzhuo Zhao, Ziqian Liu, Xinda Wang, Junting Lu, Chaoyi Ruan |
| 2025 | QSpec: Speculative Decoding with Complementary Quantization Schemes. | Juntao Zhao, Wenhao Lu, Sheng Wang, Lingpeng Kong, Chuan Wu |
| 2025 | RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios. | Fei Zhao, Chengqiang Lu, Yufan Shen, Qimeng Wang, Yicheng Qian, Haoxin Zhang, Yan Gao, Wu Yi, Yao Hu, Zhen Wu, Shangyu Xing, Xinyu Dai |
| 2025 | HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. | Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu |