| 2026 | ACL | Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring. | Dongxu Zhang, Yiding Sun, Cheng Tan, Wenbiao Yan, Ning Yang, Jihua Zhu, Haijun Zhang |
| 2026 | ACL | Fast and Effective On-Policy Distillation from Reasoning Prefixes. | Dongxu Zhang, Zhichao Yang, Sepehr Janghorbani, Jun Han, Andrew Ressler II, Qian Qian, Gregory D. Lyng, Sanjit Singh Batra, Robert E. Tillman |
| 2025 | AAAI | DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent. | Dingbo Yuan, Yipeng Chen, Guodong Liu, Chenchen Li, Chengfu Tang, Dongxu Zhang, Zhenkui Wang, Xudong Wang, Song Liu |
| 2024 | ACL | Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses. | Dongxu Zhang, Varun Gangal, Barrett Martin Lattimer, Yi Yang |
| 2024 | IJCNN | BonCC:A Lightweight TW3-based Bone Age Assessment Coordinate Classification Model. | Jingda Xiao, Yulin Huang, Jianxiong Guan, Shaoxian Ma, Dongxu Zhang |
| 2022 | ACL | Event-Event Relation Extraction using Probabilistic Box Embedding. | EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang, Dhruvesh Patel, Dongxu Zhang, Andrew McCallum |
| 2022 | LREC | Enhanced Distant Supervision with State-Change Information for Relation Extraction. | Jui Shah, Dongxu Zhang, Sam Brody, Andrew McCallum |
| 2022 | LREC | A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes. | Dongxu Zhang, Sunil Mohan, Michaela Torkar, Andrew McCallum |
| 2019 | ICLR | Smoothing the Geometry of Probabilistic Box Embeddings. | Xiang Li, Luke Vilnis, Dongxu Zhang, Michael Boratko, Andrew McCallum |
| 2019 | NAACL | OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference. | Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum |
| 2017 | SIGIR | PKU @ CLSciSumm-17: Citation Contextualization. | Dongxu Zhang, Sujian Li |
| 2016 | COLING | Bitext Name Tagging for Cross-lingual Entity Annotation Projection. | Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu |