| 2026 | ACL | How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization. | Yangyi Fang, Jiaye Lin, Xiaoliang Fu, Cong Qin, Haolin Shi, Chaowen Hu, Lu Pan, Ke Zeng, Xunliang Cai |
| 2026 | ACL | Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training. | Yangyi Fang, Jiaye Lin, Xiaoliang Fu, Cong Qin, Haolin Shi, Chang Liu |
| 2026 | ACL | From łog π to π: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Chaowen Hu, Cong Qin, Zekai Shao, Binbin Zheng, Lu Pan, Ke Zeng |
| 2026 | ACL | MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Binbin Zheng, Chaowen Hu, Zekai Shao, Cong Qin, Lu Pan, Ke Zeng, Xunliang Cai |
| 2026 | ACL | Curriculum-RLAIF: Curriculum Alignment with Reinforcement Learning from AI Feedback. | Jiaye Lin, Mengdi Li, Xufeng Zhao, Wenhao Lu, Peilin Zhao, Stefan Wermter, Di Wang |
| 2026 | NSDI | BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation. | Zhongxu Guan, Shuai Wang, Li Chen, Zhaoteng Yan, Jiaye Lin, Dan Li, Yong Jiang, Yingxin Wang, Ziqian Liu |
| 2025 | IJCAI | AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting. | Huanyao Zhang, Jiaye Lin, Wentao Zhang, Haitao Yuan, Guoliang Li |
| 2025 | SIGCOMM | Discovering Millions of New Nodes and Links in the Internet by Challenging the Uniformity Assumption in Multipath Detection. | Zhongxu Guan, Shuai Wang, Li Chen, Zhaoteng Yan, Jiaye Lin, Dan Li, Yong Jiang, Yingxin Wang, Ziqian Liu |
| 2024 | RecSys | TLRec: A Transfer Learning Framework to Enhance Large Language Models for Sequential Recommendation Tasks. | Jiaye Lin, Shuang Peng, Zhong Zhang, Peilin Zhao |
| 2023 | ICNP | In-Forest: Distributed In-Network Classification with Ensemble Models. | Jiaye Lin, Qing Li, Guorui Xie, Yong Jiang, Zhenhui Yuan, Changlin Jiang, Yuan Yang |
| 2023 | ICNP | Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification. | Guorui Xie, Qing Li, Jiaye Lin, Gianni Antichi, Dan Zhao, Zhenhui Yuan, Ruoyu Li, Yong Jiang |
| 2020 | GLOBECOM | Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications. | Jiaye Lin, Yuze Zou, Xiaoru Dong, Shimin Gong, Dinh Thai Hoang, Dusit Niyato |