| 2026 | AAAI | MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation. | Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie |
| 2026 | AAAI | DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance. | Chengwei Sun, Jiwei Wei, Shiyuan He, Zeyu Ma, Yuyang Zhou, Ran Ran, Jie Zou, Yang Yang |
| 2025 | ICCV | KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding. | Ran Ran, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang |
| 2025 | ICML | An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer. | Lifu Liu, Shiyuan He, Jianhua Guo |
| 2025 | IJCAI | SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features. | Ke Liu, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang |
| 2017 | ADC | Efficient Supervised Hashing via Exploring Local and Inner Data Structure. | Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li |