Hi-EF: Benchmarking Emotion Forecasting in Human-interaction.

Xinji Mai Haoran Wang 0006 Xinji Mai Zeng Tao Junxiong Lin Xuan Tong Ivy Pan Shaoqi Yan Yan Wang 0068 Shuyong Gao Hi-EF: Benchmarking Emotion Forecasting in Human-interaction. 2110-2118 2026 AAAI https://doi.org/10.1609/aaai.v40i3.37193 conf/aaai/2026 db/conf/aaai/aaai2026.html#WangMTLTPYWG26 Xuan Tong Yuxuan Lin 0001 Junxiong Lin Xinji Mai Haoran Wang 0006 Zeng Tao Yang Yao Ruofan Wang Wenqiang Zhang CADiff: Context-Aware Diffusion for Controllable Anomaly Generation in Anomaly Detection. 9557-9565 2026 AAAI https://doi.org/10.1609/aaai.v40i12.37917 conf/aaai/2026 db/conf/aaai/aaai2026.html#TongLLMWTYWZ26

Junxiong Lin Haoran Wang 0006 Xinji Mai Zeng Tao Xuan Tong Ivy Pan Wenqiang Zhang Customizing Video Portraits via Identity-ActionDecoupling. 2026 June abs/2606.22347 CoRR https://doi.org/10.48550/arXiv.2606.22347 db/journals/corr/corr2606.html#abs-2606-22347 streams/journals/corr

Junxiong Lin Xinji Mai Qianyu Guo Haoran Wang 0006 Zeng Tao Xuan Tong Ivy Pan Wenqiang Zhang Interest Entanglement: The Hidden Barrier to Blind Super-Resolution Optimization. 2026 June abs/2606.22353 CoRR https://doi.org/10.48550/arXiv.2606.22353 db/journals/corr/corr2606.html#abs-2606-22353 streams/journals/corr

Shaoqi Yan Yan Wang 0068 Xinji Mai Zeng Tao Wei Song 0007 Qing Zhao 0007 Boyang Wang 0003 Haoran Wang 0006 Shuyong Gao Wenqiang Zhang Observe finer to select better: Learning key frame extraction via semantic coherence for dynamic facial expression recognition in the wild. 121415 2025 689 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121415 db/journals/isci/isci689.html#YanWMTSZWWGZ25 streams/journals/isci

Xinji Mai Haoran Wang 0006 Zeng Tao Junxiong Lin Shaoqi Yan Yan Wang 0068 Jiawen Yu Xuan Tong Yating Li Wenqiang Zhang OUS: Bridging Scene Context and Facial Features to Overcome the Rigid Cognitive Problem. 6054-6062 2025 AAAI https://doi.org/10.1609/aaai.v39i6.32647 conf/aaai/2025 db/conf/aaai/aaai2025.html#MaiWTLY0YTLZ25 Haoran Wang 0006 Xinji Mai Zeng Tao Xuan Tong Junxiong Lin Yan Wang 0068 Jiawen Yu Shaoqi Yan Ziheng Zhou 0005 Wenqiang Zhang D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition. 19218-19229 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Wang_D2SP_Dynamic_Dual-Stage_Purification_Framework_for_Dual_Noise_Mitigation_in_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01790 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#WangMTTLWYYZZ25 Xuan Tong Yang Chang Qing Zhao 0007 Jiawen Yu Boyang Wang 0003 Junxiong Lin Yuxuan Lin 0001 Xinji Mai Haoran Wang 0006 Zeng Tao Yan Wang 0068 Wenqiang Zhang Component-Aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection. 16722-16729 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11127296 conf/icra/2025 db/conf/icra/icra2025.html#TongCZYWLLMWTWZ25 streams/conf/icra Jiawen Yu Jieji Ren Yang Chang Qiaojun Yu Xuan Tong Boyang Wang 0003 Yan Song You Li Xinji Mai Wenqiang Zhang Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments. i-viii 2025 IROS https://doi.org/10.1109/IROS60139.2025.11247510 conf/iros/2025 db/conf/iros/iros2025.html#YuRCYTWSLMZ25 streams/conf/iros

Xuan Tong Yang Chang Qing Zhao 0007 Jiawen Yu Boyang Wang 0003 Junxiong Lin Yuxuan Lin 0001 Xinji Mai Haoran Wang 0006 Zeng Tao Yan Wang 0068 Wenqiang Zhang Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection. 2025 February abs/2502.11712 CoRR https://doi.org/10.48550/arXiv.2502.11712 db/journals/corr/corr2502.html#abs-2502-11712 streams/journals/corr

Xinji Mai Haotian Xu Xing W Weinong Wang Yingying Zhang Wenqiang Zhang Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving. 2025 May abs/2505.07773 CoRR https://doi.org/10.48550/arXiv.2505.07773 db/journals/corr/corr2505.html#abs-2505-07773 streams/journals/corr

Jiawen Yu Jieji Ren Yang Chang Qiaojun Yu Xuan Tong Boyang Wang 0003 Yan Song You Li Xinji Mai Wenqiang Zhang Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments. 2025 June abs/2506.16050 CoRR https://doi.org/10.48550/arXiv.2506.16050 db/journals/corr/corr2506.html#abs-2506-16050 streams/journals/corr

Shaoqi Yan Yan Wang 0068 Xinji Mai Qing Zhao 0007 Wei Song 0007 Jun Huang Zeng Tao Haoran Wang 0006 Shuyong Gao Wenqiang Zhang Empower smart cities with sampling-wise dynamic facial expression recognition via frame-sequence contrastive learning. 130-139 2024 216 Comput. Commun. https://doi.org/10.1016/j.comcom.2023.12.032 db/journals/comcom/comcom216.html#YanWMZSHTWGZ24

Junxiong Lin Yan Wang 0068 Zeng Tao Boyang Wang 0003 Qing Zhao 0007 Haorang Wang Xuan Tong Xinji Mai Yuxuan Lin 0001 Wei Song 0007 Jiawen Yu Shaoqi Yan Wenqiang Zhang Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution. 363-380 2024 ECCV (52) https://doi.org/10.1007/978-3-031-72943-0_21 conf/eccv/2024-52 db/conf/eccv/eccv2024-52.html#LinWTWZWTMLSYYZ24 streams/conf/eccv Xinji Mai Junxiong Lin Haoran Wang 0006 Zeng Tao Yan Wang 0068 Shaoqi Yan Xuan Tong Jiawen Yu Boyang Wang 0003 Ziheng Zhou 0005 Qing Zhao 0007 Shuyong Gao Wenqiang Zhang All rivers run into the sea: Unified Modality Brain-Inspired Emotional Central Mechanism. 632-641 2024 ACM Multimedia https://doi.org/10.1145/3664647.3681228 https://www.wikidata.org/entity/Q131167412 conf/mm/2024 db/conf/mm/mm2024.html#MaiLWTWYTYWZ0GZ24 Junxiong Lin Zen Tao Xuan Tong Xinji Mai Haoran Wang 0006 Boyang Wang 0003 Yan Wang 0068 Qing Zhao 0007 Jiawen Yu Yuxuan Lin 0001 Shaoqi Yan Shuyong Gao Wenqiang Zhang Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution. 6374-6383 2024 ACM Multimedia https://doi.org/10.1145/3664647.3681439 https://www.wikidata.org/entity/Q131168273 conf/mm/2024 db/conf/mm/mm2024.html#LinTTMWWW0YLYGZ24 Zeng Tao Tong Yang Junxiong Lin Xinji Mai Haoran Wang 0006 Beining Wang Enyu Zhou Yan Wang 0068 Wenqiang Zhang LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/24258872c8566deedf9b56845e5ae074-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#TaoYLMWWZWZ24

Zeng Tao Yan Wang 0068 Junxiong Lin Haoran Wang 0006 Xinji Mai Jiawen Yu Xuan Tong Ziheng Zhou 0005 Shaoqi Yan Qing Zhao 0007 Liyuan Han Wenqiang Zhang A<sup>3</sup>lign-DFER: Pioneering Comprehensive Dynamic Affective Alignment for Dynamic Facial Expression Recognition with CLIP. 2024 abs/2403.04294 CoRR https://doi.org/10.48550/arXiv.2403.04294 db/journals/corr/corr2403.html#abs-2403-04294

Xinji Mai Haoran Wang 0006 Zeng Tao Junxiong Lin Shaoqi Yan Yan Wang 0068 Jing Liu 0050 Jiawen Yu Xuan Tong Yating Li Wenqiang Zhang OUS: Scene-Guided Dynamic Facial Expression Recognition. 2024 abs/2405.18769 CoRR https://doi.org/10.48550/arXiv.2405.18769 db/journals/corr/corr2405.html#abs-2405-18769

Junxiong Lin Zeng Tao Xuan Tong Xinji Mai Haoran Wang 0006 Boyang Wang 0003 Yan Wang 0068 Qing Zhao 0007 Jiawen Yu Yuxuan Lin 0001 Shaoqi Yan Shuyong Gao Wenqiang Zhang Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution. 2024 abs/2406.16459 CoRR https://doi.org/10.48550/arXiv.2406.16459 db/journals/corr/corr2406.html#abs-2406-16459

Haoran Wang 0006 Xinji Mai Zeng Tao Xuan Tong Junxiong Lin Yan Wang 0068 Jiawen Yu Boyang Wang 0003 Shaoqi Yan Qing Zhao 0007 Ziheng Zhou 0005 Shuyong Gao Wenqiang Zhang Seeking Certainty In Uncertainty: Dual-Stage Unified Framework Solving Uncertainty in Dynamic Facial Expression Recognition. 2024 abs/2406.16473 CoRR https://doi.org/10.48550/arXiv.2406.16473 db/journals/corr/corr2406.html#abs-2406-16473

Xinji Mai Zeng Tao Junxiong Lin Haoran Wang 0006 Yang Chang Yanlan Kang Yan Wang 0068 Wenqiang Zhang From Efficient Multimodal Models to World Models: A Survey. 2024 abs/2407.00118 CoRR https://doi.org/10.48550/arXiv.2407.00118 db/journals/corr/corr2407.html#abs-2407-00118 streams/journals/corr

Xinji Mai Junxiong Lin Haoran Wang 0006 Zeng Tao Yan Wang 0068 Shaoqi Yan Xuan Tong Jiawen Yu Boyang Wang 0003 Ziheng Zhou 0005 Qing Zhao 0007 Shuyong Gao Wenqiang Zhang All rivers run into the sea: Unified Modality Brain-like Emotional Central Mechanism. 2024 abs/2407.15590 CoRR https://doi.org/10.48550/arXiv.2407.15590 db/journals/corr/corr2407.html#abs-2407-15590 streams/journals/corr

Haoran Wang 0006 Xinji Mai Zeng Tao Yan Wang 0068 Jiawen Yu Ziheng Zhou 0005 Xuan Tong Shaoqi Yan Qing Zhao 0007 Shuyong Gao Wenqiang Zhang Hi-EF: Benchmarking Emotion Forecasting in Human-interaction. 2024 abs/2407.16406 CoRR https://doi.org/10.48550/arXiv.2407.16406 db/journals/corr/corr2407.html#abs-2407-16406 streams/journals/corr

Yan Wang 0068 Shaoqi Yan Yang Liu 0246 Wei Song 0007 Jing Liu 0050 Yang Chang Xinji Mai Xiping Hu Wenqiang Zhang Zhongxue Gan 0001 A Survey on Facial Expression Recognition of Static and Dynamic Emotions. 2024 abs/2408.15777 CoRR https://doi.org/10.48550/arXiv.2408.15777 db/journals/corr/corr2408.html#abs-2408-15777 streams/journals/corr

Yang Chang Zhongxue Gan 0001 Shuyong Gao Qianyu Guo Liyuan Han Xiping Hu Jun Huang Yanlan Kang Yating Li You Li Junxiong Lin Yuxuan Lin 0001 Jing Liu 0050 Yang Liu 0246 Ivy Pan Jieji Ren Wei Song 0007 Yan Song Zen Tao Zeng Tao Xuan Tong Xing W Beining Wang Boyang Wang 0003 Haoran Wang 0006 Haorang Wang Ruofan Wang Weinong Wang Yan Wang 0068 Haotian Xu Shaoqi Yan Tong Yang Yang Yao Jiawen Yu Qiaojun Yu Wenqiang Zhang Yingying Zhang Qing Zhao 0007 Enyu Zhou Ziheng Zhou 0005