Research on dynamic optimal control strategy of distributed super capacitor energy storage system based on convolution neural network. - Pengfei Li; Hongyun Chen; Shangshang Wang; Zhipeng Xu; Zhenyu Lei (Concurr. Comput. Pract. Exp., 2019)

Accurate Fatigue Detection Based on Multiple Facial Morphological Features. - Kangning Li; Shangshang Wang; Chang Du; Yuxin Huang; Xin Feng 004; Fengfeng Zhou (J. Sensors, 2019)

Social-Aware Edge Intelligence: A Constrained Graphical Bandit Approach. - Simeng Bian; Shangshang Wang; Yinxu Tang; Ziyu Shao (GLOBECOM, 2022)

Memory Enhanced Spatial-Temporal Graph Convolutional Autoencoder for Human-Related Video Anomaly Detection. - Sibo Luo; Shangshang Wang; Yuan Wu 004; Cheng Jin 001 (PRCV (3), 2022)

Decentralized Multi-Agent Bandit Learning for Intelligent Internet of Things Systems. - Qiuyu Leng; Shangshang Wang; Xi Huang 001; Ziyu Shao; Yang Yang 001 (WCNC, 2022)

Social-Aware Distributed Meta-Learning: A Perspective of Constrained Graphical Bandits. - Shangshang Wang; Simeng Bian; Yinxu Tang; Ziyu Shao (ICC, 2023)

Green Dueling Bandits. - Shangshang Wang; Ziyu Shao (ICC, 2023)

Online Learning-Based Beamforming for Rate-Splitting Multiple Access: A Constrained Bandit Approach. - Shangshang Wang; Jingye Wang; Yijie Mao; Ziyu Shao (ICC, 2023)

Neural Constrained Combinatorial Bandits. - Shangshang Wang; Simeng Bian; Xin Liu 049; Ziyu Shao (INFOCOM, 2023)

Learning to Schedule Online Tasks with Bandit Feedback. - Yongxin Xu; Shangshang Wang; Hengquan Guo; Xin Liu 049; Ziyu Shao (AAMAS, 2024)

GNN-Aided Distributed GAN with Partially Observable Social Graph. - Ming Chen; Shangshang Wang; Tianyi Zhang; Ziyu Shao; Yang Yang 001 (WCNC, 2024)

Privacy-Preserving Edge Intelligence: A Perspective of Constrained Bandits. - Tianyi Zhang; Shangshang Wang; Yinxu Tang; Ziyu Shao; Yang Yang 001 (WCNC, 2024)

Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network. - Shangshang Wang; Yuqin Jing; Kezhu Wang; Xue Wang (J. Grid Comput., 2024)

Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference. - Shangshang Wang; Ziyu Shao; John C. S. Lui (IEEE Trans. Mob. Comput., 2024)

Constrained Dueling Bandits for Edge Intelligence. - Shangshang Wang; Ziyu Shao; Yang Yang 001 (IEEE Trans. Netw. Sci. Eng., 2025)

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring. - Ollie Liu; Sami Jaghouar; Johannes Hagemann; Shangshang Wang; Jason Wiemels; Jeff Kaufman; Willie Neiswanger (CoRR, 2025)

AI-University: An LLM-based platform for instructional alignment to scientific classrooms. - Mostafa Faghih Shojaei; Rahul Gulati; Benjamin A. Jasperson; Shangshang Wang; Simone Cimolato; Dangli Cao; Willie Neiswanger; Krishna C. Garikipati (CoRR, 2025)

Tina: Tiny Reasoning Models via LoRA. - Shangshang Wang; Julian Asilis; Ömer Faruk Akgül; Enes Burak Bilgin; Ollie Liu; Willie Neiswanger (CoRR, 2025)

Resa: Transparent Reasoning Models via SAEs. - Shangshang Wang; Julian Asilis; Ömer Faruk Akgül; Enes Burak Bilgin; Ollie Liu; Deqing Fu; Willie Neiswanger (CoRR, 2025)