| 2026 | ACL | Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models. | Nianyi Lin, Jiajie Zhang, Lei Hou, Juanzi Li |
| 2026 | ACL | Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards. | Jiajie Zhang, Xin Lv, Ling Feng, Lei Hou, Juanzi Li |
| 2025 | ACL | Pre-training Distillation for Large Language Models: A Design Space Exploration. | Hao Peng, Xin Lv, Yushi Bai, Zijun Yao, Jiajie Zhang, Lei Hou, Juanzi Li |
| 2025 | ACL | LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks. | Yushi Bai, Shangqing Tu, Jiajie Zhang, Hao Peng, Xiaozhi Wang, Xin Lv, Shulin Cao, Jiazheng Xu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li |
| 2025 | ACL | LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA. | Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li |
| 2025 | ACL | LongReward: Improving Long-context Large Language Models with AI Feedback. | Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li |
| 2025 | EMNLP | AdaptThink: Reasoning Models Can Learn When to Think. | Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li |
| 2025 | ICLR | LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs. | Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li |
| 2025 | ICML | T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling. | Zhenyu Hou, Xin Lv, Rui Lu, Jiajie Zhang, Yujiang Li, Zijun Yao, Juanzi Li, Jie Tang, Yuxiao Dong |
| 2025 | ICML | TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes. | Xingcheng Zhou, Konstantinos Larintzakis, Hao Guo, Walter Zimmer, Mingyu Liu, Hu Cao, Jiajie Zhang, Venkatnarayanan Lakshminarasimhan, Leah Strand, Alois Knoll |
| 2025 | IROS | MambaSFLNet: A Mamba-based Model for Low-Light Image Enhancement with Spatial and Frequency Features. | Mingyu Liu, Yuning Cui, Leah Strand, Xingcheng Zhou, Jiajie Zhang, Alois C. Knoll |
| 2025 | IROS | Intelligent LiDAR Navigation: Leveraging External Information and Semantic Maps with LLM as Copilot. | Fujing Xie, Jiajie Zhang, Sren Schwertfeger |
| 2024 | ACL | LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. | Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li |
| 2024 | ACL | UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs. | Chaoqun He, Renjie Luo, Shengding Hu, Ranchi Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2024 | EMNLP | LongAlign: A Recipe for Long Context Alignment of Large Language Models. | Yushi Bai, Xin Lv, Jiajie Zhang, Yuze He, Ji Qi, Lei Hou, Jie Tang, Yuxiao Dong, Juanzi Li |
| 2024 | EMNLP | KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. | Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li |
| 2023 | AAAI | Video Event Extraction via Tracking Visual States of Arguments. | Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang |
| 2023 | ACL | Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. | Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Tian |
| 2023 | EMNLP | Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. | Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Lei Hou, Juanzi Li |
| 2022 | ACL | ELLE: Efficient Lifelong Pre-training for Emerging Data. | Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou |
| 2022 | NAACL | Knowledge Inheritance for Pre-trained Language Models. | Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou |
| 2020 | DIMVA | Fast and Furious: Outrunning Windows Kernel Notification Routines from User-Mode. | Pierre Ciholas, Jose Miguel Such, Angelos K. Marnerides, Benjamin Green, Jiajie Zhang, Utz Roedig |
| 2014 | AMIA | Enhancing the TURF Framework with a Workflow Ontology. | Craig Harrington, Cui Tao, Keith A. Butler, Jiajie Zhang |
| 2014 | AMIA | Using TURF to Understand the Functions of Interruptions. | Vickie Nguyen, Nnaemeka Okafor, Jiajie Zhang, Amy Franklin |
| 2014 | AMIA | Developing an Analytical Inspection Criteria for Health IT Personnel with Minimum Training in Cognitive Ergonomics: A Practical Solution to Improving EHR Usability. | Zhen Zhang, Amy Franklin, Muhammad F. Walji, Jiajie Zhang, Yang Gong |
| 2014 | HCI | Usability Evaluations of an Interactive, Internet Enabled Human Centered SanaViz Geovisualization Application. | Ashish Joshi, Magdala de Arajo Novaes, Josiane Machiavelli, M. Sriram Iyengar, Robert Vogler, Craig W. Johnson, Jiajie Zhang, Chiehwen Ed Hsu |
| 2013 | AMIA | Alert Overrides: The Impact of Chained Events. | J. Franck Diaz-Garelli, Muhammad F. Walji, Amy Franklin, Jiajie Zhang |
| 2013 | AMIA | EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios. | Amy Franklin, Krisanne Graves, Muhammad F. Walji, Jiajie Zhang |
| 2013 | AMIA | Design of an Interactive Laboratory Results Viewer for Critically Ill Patients. | Peter V. Killoran, Jiajie Zhang |
| 2013 | AMIA | Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs. | Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang |
| 2013 | ISCAS | A low power register file with asynchronously controlled read-isolation and software-directed write-discarding. | Zheng Yu, Jiajie Zhang, Xueqiu Yu, Xiaoyang Zeng, Zhiyi Yu |
| 2012 | AMIA | Usability Problems and Patient Safety Risks in EHR Design. | Amy Franklin, Debora Simmons, Krisanne Graves, Zhen Zhang, Craig Harrington, Muhammad F. Walji, Jiajie Zhang |
| 2012 | AMIA | Droogle: Using Free Text to Support Structured Medication Entry. | Peter V. Killoran, Jiajie Zhang |
| 2012 | AMIA | Exploring E-Prescribing Task Flow and Design in Commercial EHRs. | Yuanyuan Li, Muhammad F. Walji, Amy Franklin, Jiajie Zhang |
| 2012 | AMIA | Designing a Learning Technology for Community Health Workers. | Claire Loe, Trevor Cohen, Jiajie Zhang, Maria Fernandez, Amy Franklin |
| 2012 | AMIA | TURFS: A tool to Semi-Automate Usability Assessments of EHRs. | Deevakar Rogith, Min Zhu, Muhammad F. Walji, Amy Franklin, Jiajie Zhang |
| 2012 | AMIA | Rapid Usability Assessment of Commercial EHRs. | Muhammad F. Walji, Amy Franklin, Zhen Zhang, Krisanne Graves, Yuanyuan Li, Yingliu Gu, Debora Simmons, Jiajie Zhang |
| 2012 | AMIA | An Application of a Cognitive Transparency Metric in EHR User Interfaces. | Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang |
| 2012 | AMIA | TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign. | Min Zhu, Deevakar Rogith, Muhammad F. Walji, Jiajie Zhang |
| 2011 | CHI | Re-engineering health care with information technology: the role of computer-human interaction. | Keith A. Butler, Thomas H. Payne, Ben Shneiderman, Patricia Brennan, Jiajie Zhang |
| 2010 | CHI | Ontology models for interaction design: case study of online support. | Keith A. Butler, Ann J. Hunt, John Muehleisen, Jiajie Zhang, Beth Huffer |
| 2009 | AMIA | Functional Analysis of Interfaces in U.S. Military Electronic Health Record System using UFuRT Framework. | Zhen Zhang, Muhammad F. Walji, Vimla L. Patel, Ronald W. Gimbel, Jiajie Zhang |
| 2009 | CHI | Design models for interactive problem-solving: context & ontology, representation & routines. | Keith A. Butler, Jiajie Zhang |
| 2009 | HCI | Effects of Information Displays for Hyperlipidemia. | Yang Gong, Jiajie Zhang |
| 2007 | AMIA | Comparing Text-based and Graphic User Interfaces for Novice and Expert Users. | Jung-Wei Chen, Jiajie Zhang |
| 2007 | CHI | Work-centered design: a case study of a mixed-initiative scheduler. | Keith A. Butler, Jiajie Zhang, Chris Esposito, Ali Bahrami, Ron Hebron, David E. Kieras |
| 2006 | AMIA | Clinical Communication Ontology for Medical Errors. | Yang Gong, Min Zhu, Jun Li, James P. Turley, Jiajie Zhang |
| 2006 | AMIA | Development of A Taxonomy of Representational Affordances for Electronic Health Record System. | Zhong Xie, Jiajie Zhang |
| 2006 | AMIA | Mapping Concepts in Medical Error Taxonomies. | Min Zhu, Yong Huang, Yang Gong, Juliana J. Brixey, Jiajie Zhang, James P. Turley |
| 2005 | AMIA | Interruptions in Workflow for RNs in a Level One Trauma Center. | Juliana J. Brixey, David J. Robinson, Zhihua Tang, Todd R. Johnson, Jiajie Zhang, James P. Turley |
| 2005 | AMIA | A Human-Centered Design and Evaluation Framework for Information Search. | Yang Gong, Jiajie Zhang |
| 2005 | AMIA | A Distributed Information Analysis for Information Search Tasks. | Yang Gong, Jiajie Zhang |
| 2005 | AMIA | Information Visualization for Quality Control in Health Data Exchange Platforms. | Narendra Kunapareddy, Parsa Mirhaji, Jiajie Zhang, Yanko Michea, Arunkumar Srinivasan |
| 2005 | AMIA | Persuasive Email Messages for Patient Communication. | Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang |
| 2005 | AMIA | Development of An Integrated Multidisciplinary Multi-Purpose Information System For Patients With Central Nervous System Malignancies. | Zhong Xie, Dima Suki, Myrna Turner, Weiming Shi, Jiajie Zhang |
| 2003 | AMIA | An Extended Hierarchical Task Analysis for Error Prediction in Medical Devices. | Phillip H. Chung, Jiajie Zhang, Todd R. Johnson, Vimla L. Patel |
| 2003 | AMIA | Improving the Human Computer Interface Design for a Physician Order Entry System. | Aaron Gainer, Karen Pancheri, Jiajie Zhang |
| 2003 | AMIA | Designing a Knowledge Management System for Distributed Activities: A Human Centered Approach. | Susan Rinkus, Kathy A. Johnson-Throop, Jiajie Zhang |
| 2003 | AMIA | Task Centered Visualization of Electronic Medical Record Flow Sheet. | Zhong Xie, Peggy Gregg, Jiajie Zhang |
| 2002 | AMIA | Evaluating a medical error taxonomy. | Juliana J. Brixey, Todd R. Johnson, Jiajie Zhang |
| 2002 | AMIA | Redesign of Pedigree Displays through User-centered Visualization. | Lan Yang, Xiaozhou Sher Tang, Constance M. Johnson, Jiajie Zhang, Todd R. Johnson |
| 2002 | AMIA | Toward a cognitive taxonomy of medical errors. | Jiajie Zhang, Vimla L. Patel, Todd R. Johnson, Edward H. Shortliffe |
| 2000 | AMIA | Continuous Speech Recognition in Radiology Reporting. | Vinod Aggarwal, Venkatesh Rudrapatna, Sridhar Rajappan, Bharat Raval, Alan S. Tonnesen, Jiajie Zhang |
| 2000 | AMIA | Increasing productivity and reducing errors through usability analysis: a case study and recommendations. | Constance M. Johnson, Todd R. Johnson, Jiajie Zhang |
| 2000 | DIAGRAMS | The Coordination of External Representations and Internal Mental Representations in Display-Based Cognitive Tasks. | Jiajie Zhang |
| 1999 | AMIA | How to Represent Relational Information in Electronic Medical Records: A Human Factors Approach. | Jiajie Zhang |