Poor performance discovery of college students based on behavior pattern. - Xi Zhang 013; Guangzhong Sun; Yigong Pan; Hao Sun 019; Jiali Tan (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Students performance modeling based on behavior pattern. - Xi Zhang 013; Guangzhong Sun; Yigong Pan; Hao Sun 019; Yu He; Jiali Tan (J. Ambient Intell. Humaniz. Comput., 2018)

Fast Training of POI Recommendation Models Using Gradient Compression. - Hao Sun 019; Yunzhuo Wang; Jingwei Sun 001; Guangzhong Sun (SpatialDI, 2020)

DSP-PIGAN: A Precision-Consistency Machine Learning Algorithm for Solving Partial Differential Equations. - Yunzhuo Wang; Hao Sun 019; Guangzhong Sun (ICMLC, 2021)

Performance Analysis of Graph Neural Network Frameworks. - Junwei Wu; Jingwei Sun 001; Hao Sun 019; Guangzhong Sun (ISPASS, 2021)

Lossy Compression of Communication Traces Using Recurrent Neural Networks. - Jingwei Sun 001; Tao Yan; Hao Sun 019; Huancheng Lin; Guangzhong Sun (IEEE Trans. Parallel Distributed Syst., 2022)

FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data. - Hao Sun 019; Li Shen 008; Shixiang Chen; Jingwei Sun 001; Jing Li 047; Guangzhong Sun; Dacheng Tao (CoRR, 2023)

On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration. - Zhihao Cheng; Liu Liu 014; Aishan Liu; Hao Sun 019; Meng Fang; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2023)

Efficient Federated Learning Via Local Adaptive Amended Optimizer With Linear Speedup. - Yan Sun; Li Shen 008; Hao Sun 019; Liang Ding 006; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Hierarchical Graph Interaction Transformer With Dynamic Token Clustering for Camouflaged Object Detection. - Siyuan Yao; Hao Sun 019; Tian-Zhu Xiang; Xiao Wang 017; Xiaochun Cao (IEEE Trans. Image Process., 2024)

AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks. - Hao Sun 019; Li Shen 008; Qihuang Zhong; Liang Ding 006; Shixiang Chen; Jingwei Sun 001; Jing Li 047; Guangzhong Sun; Dacheng Tao (Neural Networks, 2024)

LightSAM: Parameter-Agnostic Sharpness-Aware Minimization. - Yifei Cheng 002; Li Shen 008; Hao Sun 019; Nan Yin; Xiaochun Cao; Enhong Chen (CoRR, 2025)