Learning to Appreciate the Aesthetic Effects of Clothing. - Jia Jia 001; Jie Huang; Guangyao Shen; Tao He; Zhiyuan Liu 001; Huan-Bo Luan; Chao Yan (AAAI, 2016)

What Does Social Media Say about Your Stress?. - Huijie Lin; Jia Jia 001; Liqiang Nie; Guangyao Shen; Tat-Seng Chua (IJCAI, 2016)

Learning robust uniform features for cross-media social data by using cross autoencoders. - Quan Guo; Jia Jia 001; Guangyao Shen; Lei Zhang 005; Lianhong Cai; Zhang Yi 001 (Knowl. Based Syst., 2016)

Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. - Guangyao Shen; Jia Jia 001; Liqiang Nie; Fuli Feng; Cunjun Zhang; Tianrui Hu; Tat-Seng Chua; Wenwu Zhu 001 (IJCAI, 2017)

Detecting Stress Based on Social Interactions in Social Networks. - Huijie Lin; Jia Jia 001; Jiezhong Qiu; Yongfeng Zhang; Guangyao Shen; Lexing Xie; Jie Tang 001; Ling Feng; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2017)

Cross-Domain Depression Detection via Harvesting Social Media. - Tiancheng Shen; Jia Jia 001; Guangyao Shen; Fuli Feng; Xiangnan He 001; Huanbo Luan; Jie Tang 001; Thanassis Tiropanis; Tat-Seng Chua; Wendy Hall 001 (IJCAI, 2018)

Facial Image-to-Video Translation by a Hidden Affine Transformation. - Guangyao Shen; Wenbing Huang 001; Chuang Gan 001; Mingkui Tan; Junzhou Huang; Wenwu Zhu 001; Boqing Gong (ACM Multimedia, 2019)

Commonsense Learning: An Indispensable Path towards Human-centric Multimedia. - Bin Huang; Siao Tang; Guangyao Shen; Guohao Li 002; Xin Wang 019; Wenwu Zhu 001 (HUMA @ ACM Multimedia, 2020)

MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos. - Guangyao Shen; Xin Wang 019; Xuguang Duan; Hongzhi Li; Wenwu Zhu 001 (ACM Multimedia, 2020)

Relation Attention for Temporal Action Localization. - Peihao Chen; Chuang Gan 001; Guangyao Shen; Wenbing Huang 001; Runhao Zeng; Mingkui Tan (IEEE Trans. Multim., 2020)

Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Guangyao Shen; Shiqi Shen; Wenwu Zhu 001 (NeurIPS, 2023)

DeepLogic: Joint Learning of Neural Perception and Logical Reasoning. - Xuguang Duan; Xin Wang 019; Peilin Zhao; Guangyao Shen; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Towards Tool Use Alignment of Large Language Models. - Zhiyuan Chen; Shiqi Shen; Guangyao Shen; Gong Zhi; Xu Chen 017; Yankai Lin (EMNLP, 2024)

Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization. - Wenkai Yang; Shiqi Shen; Guangyao Shen; Zhi Gong; Yankai Lin (CoRR, 2024)

Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization. - Wenkai Yang; Shiqi Shen; Guangyao Shen; Wei Yao 017; Yong Liu 018; Gong Zhi; Yankai Lin; Ji-Rong Wen (ICLR, 2025)