| 2026 | ACL | Dual-Reasoner: Bridging Interleaved Atomicity and Streaming Latency via Thinking-while-Talking. | Yangzhuo Li, Shengpeng Ji, Yifu Chen, Tianle Liang, Haoyu Yang, Junbo Li, Jun Fang, Lin Li, Qingyang Hong |
| 2026 | EACL | Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs. | Junbo Li, Peng Zhou, Rui Meng, Meet P. Vadera, Lihong Li, Yang Li |
| 2025 | EMNLP | TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering. | Junnan Zhu, Jingyi Wang, Bohan Yu, Xiaoyu Wu, Junbo Li, Lei Wang, Nan Xu |
| 2025 | ICML | HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training. | Geon-Woo Kim, Junbo Li, Shashidhar Gandham, Omar Baldonado, Adithya Gangidi, Pavan Balaji, Zhangyang Wang, Aditya Akella |
| 2025 | ICML | PIPA: Preference Alignment as Prior-Informed Statistical Estimation. | Junbo Li, Zhangyang Wang, Qiang Liu |
| 2025 | SENSYS | Toward Sensor-In-the-Loop LLM Agent: Benchmarks and Implications. | Zhiwei Ren, Junbo Li, Minjia Zhang, Di Wang, Xiaoran Fan, Longfei Shangguan |
| 2024 | CVPR | Benchmarking Robustness in Neural Radiance Fields. | Chen Wang, Angtian Wang, Junbo Li, Alan L. Yuille, Cihang Xie |
| 2024 | ICLR | Training Bayesian Neural Networks with Sparse Subspace Variational Inference. | Junbo Li, Zichen Miao, Qiang Qiu, Ruqi Zhang |
| 2022 | ECCV | ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers. | Junbo Li, Huan Zhang, Cihang Xie |
| 2020 | SSDBM | Accessible Streaming Algorithms for the Chi-Square Test. | Emily Farrow, Junbo Li, Farhan Zaki, Ashwin Lall |
| 2014 | MICCAI | A New Sensor Technology for 2D Ultrasound-Guided Needle Tracking. | Huanxiang Lu, Junbo Li, Qiang Lu, Shyam Bharat, Ramon Erkamp, Bin Chen, Jeremy Drysdale, Francois Vignon, Ameet K. Jain |
| 2013 | CCGRID | Operating Cost Reduction for Distributed Internet Data Centers. | Yangyang Li, Hongbo Wang, Jiankang Dong, Junbo Li, Shiduan Cheng |
| 2013 | SIGCOMM | PIXS: programmable intelligence for cross-platform socialization. | Pili Hu, Junbo Li, Wing Cheong Lau |
| 2011 | TrustCom | Multi-relay Cooperative Mechanism with Q-Learning in Cognitive Radio Multimedia Sensor Networks. | Jun Peng, Junbo Li, Shuo Li, Jing Li |