| 2026 | ACL | ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning. | Jiawei Zhou, Hang Ding, Haiyun Jiang |
| 2026 | ACL | Omni-I2C: A Holistic Benchmark for High-Fidelity Image-to-Code Generation. | Jiawei Zhou, Chi Zhang, Xiang Feng, Qiming Zhang, Haibo Qiu, Lihuo He, Dengpan Ye, Xinbo Gao, Jing Zhang |
| 2026 | CHI | Finding the Signal in the Noise: An Exploratory Study on Assessing the Effectiveness of AI and Accessibility Forums for Blind Users' Support Needs. | Satwik Ram Kodandaram, Jiawei Zhou, Xiaojun Bi, I. V. Ramakrishnan, Vikas Ashok |
| 2026 | CHI | Lost in Instructions: Study of Blind Users' Experiences with DIY Manuals and AI-Rewritten Instructions for Assembly, Operation, and Troubleshooting of Tangible Products. | Monalika Padma Reddy, Aruna Balasubramanian, Jiawei Zhou, Xiaojun Bi, I. V. Ramakrishnan, Vikas Ashok |
| 2026 | CHI | AI as We Describe It: How Large Language Models and Their Applications in Health are Represented Across Channels of Public Discourse. | Jiawei Zhou, Lei Zhang, Mei Li, Benjamin D. Horne, Munmun De Choudhury |
| 2026 | EACL | Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge. | Yiyang Feng, Zeming Chen, Haotian Wu, Jiawei Zhou, Antoine Bosselut |
| 2026 | EACL | HALP: Detecting Hallucinations in Vision-Language Models without Generating a Single Token. | Sai Akhil Kogilathota, Sripadha Vallabha E. G, Luzhe Sun, Jiawei Zhou |
| 2026 | WWW | TrustResearcher: Automating Knowledge-Grounded and Transparent Research Ideation with Multi-Agent Collaboration. | Jiawei Zhou, Ruicheng Zhu, Mengshi Chen, Jianwei Wang, Kai Wang |
| 2025 | ACL | Conditional Dichotomy Quantification via Geometric Embedding. | Shaobo Cui, Wenqing Liu, Yiyang Feng, Jiawei Zhou, Boi Faltings |
| 2025 | ACL | Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models. | Zhengyang Shan, Emily Diana, Jiawei Zhou |
| 2025 | ACL | PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models. | Mingyang Song, Zhaochen Su, Xiaoye Qu, Jiawei Zhou, Yu Cheng |
| 2025 | AIES | A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models. | Gaurav Verma, Jiawei Zhou, Mohit Chandra, Srijan Kumar, Munmun De Choudhury |
| 2025 | ASRU | Flow-SLM: Joint Learning of Linguistic and Acoustic Information for Spoken Language Modeling. | Ju-Chieh Chou, Jiawei Zhou, Karen Livescu |
| 2025 | CVPR | 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models. | Wanhua Li, Renping Zhou, Jiawei Zhou, Yingwei Song, Johannes Herter, Minghan Qin, Gao Huang, Hanspeter Pfister |
| 2025 | CVPR | From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration. | Mingyang Song, Xiaoye Qu, Jiawei Zhou, Yu Cheng |
| 2025 | EMNLP | Unraveling Misinformation Propagation in LLM Reasoning. | Yiyang Feng, Yichen Wang, Shaobo Cui, Boi Faltings, Mina Lee, Jiawei Zhou |
| 2025 | EMNLP | Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs. | Yanhong Li, Zixuan Lan, Jiawei Zhou |
| 2025 | EMNLP | AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. | An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding |
| 2025 | EMNLP | From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens. | Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi |
| 2025 | EMNLP | Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors. | Zhengxiang Wang, Nafis Irtiza Tripto, Solha Park, Zhenzhen Li, Jiawei Zhou |
| 2025 | ICLR | Semi-Parametric Retrieval via Binary Bag-of-Tokens Index. | Jiawei Zhou, Li Dong, Furu Wei, Lei Chen |
| 2025 | ICLR | Chunk-Distilled Language Modeling. | Yanhong Li, Karen Livescu, Jiawei Zhou |
| 2025 | NAACL | Context-Efficient Retrieval with Factual Decomposition. | Yanhong Li, David Yunis, David McAllester, Jiawei Zhou |
| 2025 | SIGCOMM | Intent-Driven Network Management with Multi-Agent LLMs: The Confucius Framework. | Zhaodong Wang, Samuel Lin, Guanqing Yan, Soudeh Ghorbani, Minlan Yu, Jiawei Zhou, Nathan Hu, Lopa Baruah, Sam Peters, Srikanth Kamath, Jerry Yang, Ying Zhang |
| 2025 | SP | Hey, Your Secrets Leaked! Detecting and Characterizing Secret Leakage in the Wild. | Jiawei Zhou, Zidong Zhang, Lingyun Ying, Huajun Chai, Jiuxin Cao, Haixin Duan |
| 2024 | ACL | A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech. | Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar |
| 2024 | CVPR | LangSplat: 3D Language Gaussian Splatting. | Minghan Qin, Wanhua Li, Jiawei Zhou, Haoqian Wang, Hanspeter Pfister |
| 2024 | ICLR | Retrieval-based Disentangled Representation Learning with Natural Language Supervision. | Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen |
| 2024 | ICML | HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. | Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou |
| 2024 | ICML | RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation. | Jiawei Zhou, Linye Lyu, Daojing He, Yu Li |
| 2024 | IROS | Temporal- and Viewpoint-Invariant Registration for Under-Canopy Footage using Deep-Learning-based Bird's-Eye View Prediction. | Jiawei Zhou, Ruben Mascaro, Cesar Cadena, Margarita Chli, Lucas Teixeira |
| 2023 | CHI | Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Algorithmic and Human Solutions. | Jiawei Zhou, Yixuan Zhang, Qianni Luo, Andrea G. Parker, Munmun De Choudhury |
| 2023 | EMNLP | Quick Back-Translation for Unsupervised Machine Translation. | Benjamin Brimacombe, Jiawei Zhou |
| 2023 | ICCV | CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation. | Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei |
| 2022 | ACL | Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. | Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson |
| 2022 | ACL | Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. | Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen |
| 2022 | CHI | Perspectives on Integrating Trusted Other Feedback in Therapy for Veterans with PTSD. | Hayley Irene Evans, Catherine R. Deeter, Jiawei Zhou, Kimberly Do, Andrew M. Sherrill, Rosa I. Arriaga |
| 2022 | NAACL | Inducing and Using Alignments for Transition-based AMR Parsing. | Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramn Fernandez Astudillo |
| 2021 | EMNLP | Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. | Jiawei Zhou, Tahira Naseem, Ramn Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos |
| 2021 | NAACL | AMR Parsing with Action-Pointer Transformer. | Jiawei Zhou, Tahira Naseem, Ramn Fernandez Astudillo, Radu Florian |
| 2020 | ACL | Improving Non-autoregressive Neural Machine Translation with Monolingual Data. | Jiawei Zhou, Phillip Keung |
| 2019 | ACL | Simple Unsupervised Summarization by Contextual Matching. | Jiawei Zhou, Alexander M. Rush |
| 2018 | ICASSP | A Penalized Method for the Predictive Limit of Learning. | Jie Ding, Enmao Diao, Jiawei Zhou, Vahid Tarokh |
| 2017 | ICONIP | Amended Disturbance Observer Compensation-Based Vibration Control for an All-Clamped Stiffened Plate. | Shengquan Li, Juan Li, Jiawei Zhou, Yanqiu Shi, Shenghua Yuan |
| 2015 | ICASSP | Dynamic zero-point attracting projection for time-varying sparse signal recovery. | Jiawei Zhou, Laming Chen, Yuantao Gu |