| 2025 | ICML | Diving into Self-Evolving Training for Multimodal Reasoning. | Wei Liu, Junlong Li, Xiwen Zhang, Fan Zhou, Yu Cheng, Junxian He |
| 2025 | ICML | CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction. | Junlong Li, Daya Guo, Dejian Yang, Runxin Xu, Yu Wu, Junxian He |
| 2025 | ICML | Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale. | Fan Zhou, Zengzhi Wang, Qian Liu, Junlong Li, Pengfei Liu |
| 2024 | ACL | Dissecting Human and LLM Preferences. | Junlong Li, Fan Zhou, Shichao Sun, Yikai Zhang, Hai Zhao, Pengfei Liu |
| 2024 | ACL | The Critique of Critique. | Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, Wenjie Li, Pengfei Liu |
| 2024 | EMNLP | Reformatted Alignment. | Run-Ze Fan, Xuefeng Li, Haoyang Zou, Junlong Li, Shwai He, Ethan Chern, Jiewen Hu, Pengfei Liu |
| 2024 | ICLR | Generative Judge for Evaluating Alignment. | Junlong Li, Shichao Sun, Weizhe Yuan, Run-Ze Fan, Hai Zhao, Pengfei Liu |
| 2024 | NAACL | Self-Prompting Large Language Models for Zero-Shot Open-Domain QA. | Junlong Li, Jinyuan Wang, Zhuosheng Zhang, Hai Zhao |
| 2023 | CVPR | Deep Factorized Metric Learning. | Chengkun Wang, Wenzhao Zheng, Junlong Li, Jie Zhou, Jiwen Lu |
| 2023 | EMNLP | Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning. | Jinyuan Wang, Junlong Li, Hai Zhao |
| 2023 | ICCV | TCOVIS: Temporally Consistent Online Video Instance Segmentation. | Junlong Li, Bingyao Yu, Yongming Rao, Jie Zhou, Jiwen Lu |
| 2023 | ICLR | GAIN: On the Generalization of Instructional Action Understanding. | Junlong Li, Guangyi Chen, Yansong Tang, Jinan Bao, Kun Zhang, Jie Zhou, Jiwen Lu |
| 2022 | ACL | MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. | Junlong Li, Yiheng Xu, Lei Cui, Furu Wei |
| 2022 | CVPR | Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion. | Tianpei Gu, Guangyi Chen, Junlong Li, Chunze Lin, Yongming Rao, Jie Zhou, Jiwen Lu |
| 2022 | ICONIP | Multi-label Learning with Data Self-augmentation. | Yuhang Ge, Xuegang Hu, Peipei Li, Haobo Wang, Junbo Zhao, Junlong Li |
| 2022 | IJCNN | Multi-Label Learning with Missing Labels via Common and Label-Specific Features. | Mengxuan Sun, Peipei Li, Junlong Li, Xuegang Hu |
| 2021 | ICCV | Human Trajectory Prediction via Counterfactual Analysis. | Guangyi Chen, Junlong Li, Jiwen Lu, Jie Zhou |
| 2021 | ICCV | Personalized Trajectory Prediction via Distribution Discrimination. | Guangyi Chen, Junlong Li, Nuoxing Zhou, Liangliang Ren, Jiwen Lu |
| 2021 | IJCNN | Multi-Label Learning with Missing Features. | Junlong Li, Peipei Li, Yizhang Zou, Xuegang Hu |
| 2021 | IJCNN | Multi-Label Streaming Feature Selection via Class-Imbalance Aware Rough Set. | Yizhang Zou, Xuegang Hu, Peipei Li, Junlong Li |
| 2017 | VTC | Grouping Based Uplink Resource Allocation for Massive M2M Communications over LTE-A. | Shaoyi Xu, Junlong Li, Xintao Qin |