| 2025 | Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness. | Yusheng Zhao, Xiao Luo, Junyu Luo, Weizhi Zhang, Zhiping Xiao, Wei Ju, Philip S. Yu, Ming Zhang |
| 2025 | Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs. | Wei Zhao, Zhe Li, Yige Li, Jun Sun |
| 2025 | Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models. | Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, JingBo Zhu |
| 2025 | Probing and Boosting Large Language Models Capabilities via Attention Heads. | Dezhi Zhao, Xin Liu, Xiaocheng Feng, Hui Wang, Bing Qin |
| 2025 | Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing. | Raoyuan Zhao, Abdullatif Kksal, Ali Modarressi, Michael A. Hedderich, Hinrich Schtze |
| 2025 | FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain. | Suifeng Zhao, Zhuoran Jin, Sujian Li, Jun Gao |
| 2025 | Seeing the Same Story Differently: Framing-Divergent Event Coreference for Computational Framing Analysis. | Jin Zhao, Xinrui Hu, Nianwen Xue |
| 2025 | FISTAPruner: Layer-wise Post-training Pruning for Large Language Models. | Pengxiang Zhao, Hanyu Hu, Ping Li, Yi Zheng, Zhefeng Wang, Xiaoming Yuan |
| 2025 | Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements. | Guangxiang Zhao, Saier Hu, Xiaoqi Jian, Jinzhu Wu, Yuhan Wu, Lin Sun, Xiangzheng Zhang |
| 2025 | Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning. | Chengfeng Zhao, Shizhu He, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu |
| 2025 | Comparing human and LLM politeness strategies in free production. | Haoran Zhao, Robert D. Hawkins |
| 2025 | StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents. | Haiyu Zhao, Zhenyu Guo, Chunhong Zhang, Ziyu Zhou, Zheng Hu |
| 2025 | Detoxifying Large Language Models via the Diversity of Toxic Samples. | Ying Zhao, Yuanzhao Guo, Xuemeng Weng, Yuan Tian, Wei Wang, Yi Chang |
| 2025 | ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA. | Xinjie Zhao, Fan Gao, Xingyu Song, Yingjian Chen, Rui Yang, Yanran Fu, Yuyang Wang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li |
| 2025 | AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. | Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu |
| 2025 | CBP-Tuning: Efficient Local Customization for Black-box Large Language Models. | Jiaxuan Zhao, Naibin Gu, Yuchen Feng, Xiyu Liu, Peng Fu, Zheng Lin, Weiping Wang |
| 2025 | More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning. | Yike Zhao, Simin Guo, Ziqing Yang, Shifan Han, Dahua Lin, Fei Tan |
| 2025 | Controlled Generation for Private Synthetic Text. | Zihao Zhao, Anjalie Field |
| 2025 | A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations. | Lingjun Zhao, Hal Daum III |
| 2025 | Sparse Activation Editing for Reliable Instruction Following in Narratives. | Runcong Zhao, Chengyu Cao, Qinglin Zhu, Xiucheng Lyu, Shun Shao, Lin Gui, Ruifeng Xu, Yulan He |
| 2025 | MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs. | Raoyuan Zhao, Beiduo Chen, Barbara Plank, Michael A. Hedderich |
| 2025 | LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction. | Feng Zhao, Ruoyu Chai, Kangzheng Liu, Xianggan Liu |
| 2025 | LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop. | Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He |
| 2025 | RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering. | Yiming Zhang, Siyue Zhang, Junbo Zhao, Chen Zhao |
| 2025 | Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection. | Hong Zhang, Feng Zhao, Ruilin Zhao, Cheng Yan, Kangzheng Liu |