| 2026 | B-APO: Bias-Targeted Adversarial Preference Optimization for Debiasing Multimodal Large Language Models. | Pinlong Zhao, Zike Ding, Zengshu Ye, Zhou Zhaoting |
| 2026 | Large Language Models Are Bad Dice Players: LLMs Struggle to Generate Random Numbers from Statistical Distributions. | Minda Zhao, Yilun Du, Mengyu Wang |
| 2026 | CoopQ: Cooperative Game Inspired Layerwise Mixed Precision Quantization for LLMs. | Junchen Zhao, Ali Derakhshan, Jayden Kana Hyman, Junhao Dong, Sangeetha Abdu Jyothi, Ian G. Harris |
| 2026 | Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue. | Yangyang Zhao, Linfan Dai, Li Cai, Bowen Xing, Libo Qin |
| 2026 | Bias Fitting to Mitigate Length Bias of Reward Model in RLHF. | Kangwen Zhao, Jianfeng Cai, Jinhua Zhu, Ruopei Sun, Dongyun Xue, Wengang Zhou, Li Li, Houqiang Li |
| 2026 | STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation. | Shuyuan Zhao, Wei Chen, Weijie Zhang, Xinrui Hou, Junfeng Shen, Boyan Shi, Shengnan Guo, Youfang Lin, Huaiyu Wan |
| 2026 | A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning. | Guoliang Zhao, Zixin Cui, Chao Ye, Dengwu He, Fei Huang, Yubo Liu, Shuanglong Li, Tzungren Kuo, Bin Ding, Shuang Zhang, Kunhong Zhu, Zhi Guo, Liu Lin |
| 2026 | EduMARS: Can Vision-Language Models Grade Like Teachers? Benchmarking Multimodal, Rubric-Based Assessment on Chinese K-12 Answers. | Xuan Zhao, Jiashun Chen, Wanting Xu, Huiyuan Yan, Chaowei Fang, Xing Wei |
| 2026 | LDEDE: LRP-Driven Efficient Detection and Editing Framework for LLM Privacy Neurons. | Zhengyuan Zhao, Lifeng Cao, Haodong Sun, Haotian Shi, Xuehui Du, Aodi Liu, Lanjie Niu, Xiaocheng Yang |
| 2026 | MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Jiuxiang Gu, Wen Xiao, Minjia Zhang, Junjie Hu |
| 2026 | HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models. | Feiyu Zhao, Yiming Chen, Wenhuan Lu, Daipeng Zhang, Xianghu Yue, Jianguo Wei |
| 2026 | Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems. | Jihao Zhao, Ding Chen, Zhaoxin Fan, Kerun Xu, Mengting Hu, Bo Tang, Feiyu Xiong, Zhiyu Li |
| 2026 | ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding. | Xuanle Zhao, Xinyuan Cai, Xiang Cheng, Xiuyi Chen, Bo Xu |
| 2026 | StanceAttack: Adversarial Attack for Stance Detection. | Chenye Zhao, Cornelia Caragea |
| 2026 | Interpretability of LLM Classifiers via the Rational Inattention Theory with Application to Hate Speech Detection. | Yuan Zhao, Ali Abdi |
| 2026 | Do Transformers Grok Succinct Algorithms? Mechanistic Evidence for Counting Circuits. | Yizheng Zhao |
| 2026 | How Adversarial Environments Mislead Agentic AI? | Zhonghao Zhan, Huichi Zhou, Zhenhao Li, Peiyuan Jing, Krinos Li, Hamed Haddadi |
| 2026 | LiGen: Active Lipid Generation via a Molecular Language Model. | Ying Zhan, Xiuqi Tang, Yan Zhang, Xiao Tan, Dian Shen, Zhou Yu, Beilun Wang |
| 2026 | From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning. | Chen Zhan, Xiaoyu Tan, Gengchen Ma, Yu-Jie Xiong, Xiaoyan Jiang, Xihe Qiu |
| 2026 | Protecting Bystander Privacy via Selective Hearing in Audio LLMs. | Xiao Zhan, Guangzhi Sun, Jose Such, Philip C. Woodland |
| 2026 | Distillation Traps and Guards: A Calibration Knob for LLM Distillability. | Weixiao Zhan, Yongcheng Jing, Leszek Rutkowski, Dacheng Tao |
| 2026 | Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation. | Wentao Zhang, Yan Zhuang, ZhuHang Zheng, Mingfei Zhang, Jiawen Deng, Fuji Ren |
| 2026 | PersonaAgent: Bridging Memory and Action for Personalized LLM Agents. | Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li |
| 2026 | TokenPenalty: Alleviating Attention Sinks and Positional Decay in LVLMs. | Xiaofeng Zhang, Yuanchao Zhu, Qiyan Zhao, Xiaosong Yuan, Jiawei Cao, Xuhang Chen |
| 2026 | DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition. | Le Zhang, Shengming Zhang, Rui Zha, Yunpeng Wu, Jingbo Zhou, Jizhou Huang |