| 2026 | AAAI | Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models. | Hongyin Zhang, Shiyuan Zhang, Junxi Jin, Qixin Zeng, Yifan Qiao, Hongchao Lu, Donglin Wang |
| 2025 | ICLR | Energy-Weighted Flow Matching for Offline Reinforcement Learning. | Shiyuan Zhang, Weitong Zhang, Quanquan Gu |
| 2025 | ICRA | Fine-Tuning Hard-to-Simulate Objectives for Quadruped Locomotion: A Case Study on Total Power Saving. | Ruiqian Nai, Jiacheng You, Liu Cao, Hanchen Cui, Shiyuan Zhang, Huazhe Xu, Yang Gao |
| 2025 | KDD | UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization. | Haoye Chai, Shiyuan Zhang, Xiaoqian Qi, Baohua Qiu, Yong Li |
| 2025 | MOBICOM | Poster: Enhancing Mobile Traffic Data Generation through Spatio-temporal Correlation Imaging. | Yilai Liu, Shiyuan Zhang, Hongyang Du |
| 2024 | PACLIC | Nuanced Multi-class Detection of Machine-Generated Scientific Text. | Shiyuan Zhang, Yubin Ge, Xiaofeng Liu |
| 2024 | WWW | Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation. | Haoye Chai, Tong Li, Fenyu Jiang, Shiyuan Zhang, Yong Li |
| 2023 | KDD | Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph. | Shiyuan Zhang, Tong Li, Shuodi Hui, Guangyu Li, Yanping Liang, Li Yu, Depeng Jin, Yong Li |
| 2020 | HCI | How to Present Calorie Information on the Electronic Menu to Help People Order More Healthily. | Shiyuan Zhang, Liang Zhou, Ying Zhao |
| 2019 | EWSN | Accurate CSI Estimation to Eliminate Unnecessary Transmission for MU-MIMO Networks. | Shiyuan Zhang, Wei Xi, Qigui Xu, Kun Zhao, Yuanhang Cai |
| 2005 | KES | Joint Detection for a Bandwidth Efficient Modulation Method. | Zhonghui Mei, Lenan Wu, Shiyuan Zhang |