MFBN: An Efficient Base Model For Person Re-Identification. - Shengyi He; Junmin Wu; Yuqian Li (ICMAI, 2019)

Deep Probabilistic Accelerated Evaluation: A Certifiable Rare-Event Simulation Methodology for Black-Box Autonomy. - Mansur Arief; Zhiyuan Huang; Guru Koushik Senthil Kumar; Yuanlu Bai; Shengyi He; Wenhao Ding; Henry Lam; Ding Zhao (CoRR, 2020)

Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems. - Mansur Arief; Zhiyuan Huang; Guru Koushik Senthil Kumar; Yuanlu Bai; Shengyi He; Wenhao Ding; Henry Lam; Ding Zhao (AISTATS, 2021)

Higher-Order Coverage Error Analysis for Batching and Sectioning. - Shengyi He; Henry Lam (WSC, 2021)

Importance Sampling for Rare-Event Gradient Estimation. - Yuanlu Bai; Shengyi He; Henry Lam; Guangxin Jiang; Michael C. Fu 001 (WSC, 2022)

Batching on Biased Estimators. - Shengyi He; Henry Lam (WSC, 2022)

Optimal Batching Under Computation Budget. - Shengyi He; Henry Lam (WSC, 2023)

ReSyncer: Rewiring Style-Based Generator for Unified Audio-Visually Synced Facial Performer. - Jiazhi Guan; Zhiliang Xu; Hang Zhou 009; Kaisiyuan Wang; Shengyi He; Zhanwang Zhang; Borong Liang; Haocheng Feng; Errui Ding; Jingtuo Liu; Jingdong Wang 001; Youjian Zhao; et al. (ECCV (41), 2024)

TALK-Act: Enhance Textural-Awareness for 2D Speaking Avatar Reenactment with Diffusion Model. - Jiazhi Guan; Quanwei Yang; Kaisiyuan Wang; Hang Zhou 009; Shengyi He; Zhiliang Xu; Haocheng Feng; Errui Ding; Jingdong Wang 001; Hongtao Xie; Youjian Zhao; Ziwei Liu 002 (SIGGRAPH Asia, 2024)

Adaptive Importance Sampling for Efficient Stochastic Root Finding and Quantile Estimation. - Shengyi He; Guangxin Jiang; Henry Lam; Michael C. Fu 001 (Oper. Res., 2024)

AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers. - Jiazhi Guan; Kaisiyuan Wang; Zhiliang Xu; Quanwei Yang; Yasheng Sun; Shengyi He; Borong Liang; Yukang Cao; Yingying Li; Haocheng Feng; Errui Ding; Jingdong Wang 001; et al. (CVPR, 2025)

RQTalker: Speech-driven 3D Facial Animation via Region-aware Vector Quantization. - Yingying Fan; Kaisiyuan Wang; Hang Zhou 009; Shengyi He; Yu Wu 001 (ICASSP, 2025)

GestureHYDRA: Semantic Co-speech Gesture Synthesis via Hybrid Modality Diffusion Transformer and Cascaded-Synchronized Retrieval-Augmented Generation. - Quanwei Yang; Luying Huang; Kaisiyuan Wang; Jiazhi Guan; Shengyi He; Fengguo Li; Hang Zhou 009; Lingyun Yu 002; Yingying Li; Haocheng Feng; Hongtao Xie (CoRR, 2025)