| 2026 | Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory. | Yiheng Zhao, Yuanliang Li, Shreya Savant, Jun Yan |
| 2026 | A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages. | Raoyuan Zhao, Yihong Liu, Hinrich Schtze, Michael A. Hedderich |
| 2026 | Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models. | Wei Zhao, Zhe Li, Yige Li, Jun Sun |
| 2026 | Unraveling LLM Jailbreaks Through Safety Knowledge Neurons. | Chongwen Zhao, Yutong Ke, Kaizhu Huang |
| 2026 | Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers. | Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes |
| 2026 | Finding Culture-Sensitive Neurons in Vision-Language Models. | Xiutian Zhao, Rochelle Choenni, Rohit Saxena, Ivan Titov |
| 2026 | Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs. | Minghan Zhang, Shu Zhao, Zhen Yang, Hongsheng Wu, Yongxing Lin, Haodong Zou, Jie Chen, Zhen Duan |
| 2026 | Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction. | Chong Zhang, Yixi Zhao, Yulu Xie, Chenshu Yuan, Yi Tu, Ya Guo, Mingxu Chai, Ziyu Shen, Yue Zhang, Qi Zhang |
| 2026 | Learning to Ideate for Machine Learning Engineering Agents. | Yunxiang Zhang, Kang Zhou, Zhichao Xu, Kiran Ramnath, Yun Zhou, Sangmin Woo, Haibo Ding, Lin Lee Cheong |
| 2026 | Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning. | Chuang Zhang, Zizhen Zhu, Yihao Wei, Bing Tian, Junyi Liu, Henan Wang, Wang Xavier, Yaxiao Liu |
| 2026 | Adversarial Decoding: Generating Readable Documents for Adversarial Objectives. | Collin Zhang, Tingwei Zhang, Vitaly Shmatikov |
| 2026 | Evaluating the Effect of Retrieval Augmentation on Social Biases. | Tianhui Zhang, Yi Zhou, Danushka Bollegala |
| 2026 | CASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement. | Gaifan Zhang, Yi Zhou, Danushka Bollegala |
| 2026 | Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries. | Yuchen Zhang, Ravi Shekhar, Haralambos Mouratidis |
| 2026 | Let's Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification. | Jingshen Zhang, Xin Ying Qiu, Lifang Lu, Zhuhua Huang, Yutao Hu, Yuechang Wu, JunYu Lu |
| 2026 | Improving LLM Domain Certification with Pretrained Guide Models. | Jiaqian Zhang, Zhaozhi Qian, Faroq Al-Tam, Ignacio Iacobacci, Muhammad Al-Qurishi, Riad Souissi |
| 2026 | Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer. | Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu |
| 2026 | Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum Learning. | Yang Zhang, Amr Mohamed, Hadi Abdine, Guokan Shang, Michalis Vazirgiannis |
| 2026 | Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation. | Ze Yu Zhang, Zitao Li, Yaliang Li, Bolin Ding, Bryan Kian Hsiang Low |
| 2026 | Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation. | Zhipeng Zhang, Dmitry Ilvovsky |
| 2026 | MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference. | Zheyuan Zhang, Lin Ge, Hongjiang Li, Weicheng Zhu, Chuxu Zhang, Yanfang Ye |
| 2026 | WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms. | Zhisong Zhang, Tianqing Fang, Kaixin Ma, Wenhao Yu, Hongming Zhang, Haitao Mi, Dong Yu |
| 2026 | Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs. | Chi Zhang, Wenxuan Ding, Jiale Liu, Mingrui Wu, Qingyun Wu, Ray Mooney |
| 2026 | MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents. | Shuyi Zhang, Zhenbin Chen, Shuting Li, Kewei Tu, Li Jing, Zixia Jia, Zilong Zheng |
| 2026 | MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval. | Delvin Ce Zhang, Suhan Cui, Zhelin Chu, Xianren Zhang, Dongwon Lee |