| 2025 | HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes. | Qian Zhang, Qinliang Su, Wei Zhu, Pang Yachun |
| 2025 | AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. | Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu |
| 2025 | VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning. | Zhihui Zhang, Shiliang Sun, Jing Zhao, Tengfei Song, Hao Yang |
| 2025 | FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts. | Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He |
| 2025 | Flexible-length Text Infilling for Discrete Diffusion Models. | Andrew Zhang, Anushka Sivakumar, Chia-Wei Tang, Chris Thomas |
| 2025 | All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning. | Caiqi Zhang, Chang Shu, Ehsan Shareghi, Nigel Collier |
| 2025 | LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. | Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ISACL: Internal State Analyzer for Copyrighted Training Data Leakage. | Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang |
| 2025 | BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation. | Tianhao Zhang, Zhecheng Sheng, Zhexiao Lin, Chen Jiang, Dongyeop Kang |
| 2025 | Membership and Memorization in LLM Knowledge Distillation. | Ziqi Zhang, Ali Shahin Shamsabadi, Hanxiao Lu, Yifeng Cai, Hamed Haddadi |
| 2025 | Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning. | Long Zhang, Peipei Song, Jianfeng Dong, Kun Li, Xun Yang |
| 2025 | NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning. | Zhi Zhang, Yixian Shen, Congfeng Cao, Ekaterina Shutova |
| 2025 | When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Haodong Zhao, Hao Li, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling. | Jihai Zhang, Xiaoye Qu, Tong Zhu, Yu Cheng |
| 2025 | Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs. | Dingkun Zhang, Shuhan Qi, Xinyu Xiao, Kehai Chen, Xuan Wang |
| 2025 | Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs. | Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye |
| 2025 | T2R-BENCH: A Benchmark for Real World Table-to-Report Task. | Jie Zhang, Changzai Pan, Sishi Xiong, Kaiwen Wei, Yu Zhao, Xiangyu Li, Jiaxin Peng, Xiaoyan Gu, Jian Yang, Wenhan Chang, Zhenhe Wu, Jiang Zhong, Shuangyong Song, Xuelong Li |
| 2025 | Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding. | Enshi Zhang, Christian Poellabauer |
| 2025 | Knowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making. | Chunhui Zhang, Zhongyu Ouyang, Xingjian Diao, Zheyuan Liu, Soroush Vosoughi |
| 2025 | Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. | Wenyuan Zhang, Shuaiyi Nie, Jiawei Sheng, Zefeng Zhang, Xinghua Zhang, Yongquan He, Tingwen Liu |
| 2025 | TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding. | Kun Zhang, Liqiang Niu, Zhen Cao, Fandong Meng, Jie Zhou |
| 2025 | Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs. | Yue Zhang, Tianyi Ma, Zun Wang, Yanyuan Qiao, Parisa Kordjamshidi |
| 2025 | Retrieving Support to Rank Answers in Open-Domain Question Answering. | Zeyu Zhang, Alessandro Moschitti, Thuy Vu |
| 2025 | Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment. | Yunfan Zhang, Kathleen McKeown, Smaranda Muresan |