Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution. - Junxiong Lin; Yan Wang 068; Zeng Tao; Boyang Wang; Qing Zhao 007; Haorang Wang; Xuan Tong; Xinji Mai; Yuxuan Lin 001; Wei Song 007; Jiawen Yu; Shaoqi Yan; et al. (ECCV (52), 2024)

Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution. - Junxiong Lin; Zen Tao; Xuan Tong; Xinji Mai; Haoran Wang 006; Boyang Wang; Yan Wang 068; Qing Zhao 007; Jiawen Yu; Yuxuan Lin 001; Shaoqi Yan; Shuyong Gao; et al. (ACM Multimedia, 2024)

All rivers run into the sea: Unified Modality Brain-Inspired Emotional Central Mechanism. - Xinji Mai; Junxiong Lin; Haoran Wang 006; Zeng Tao; Yan Wang 068; Shaoqi Yan; Xuan Tong; Jiawen Yu; Boyang Wang; Ziheng Zhou 005; Qing Zhao 007; Shuyong Gao; et al. (ACM Multimedia, 2024)

LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D. - Zeng Tao; Tong Yang; Junxiong Lin; Xinji Mai; Haoran Wang 006; Beining Wang; Enyu Zhou; Yan Wang 068; Wenqiang Zhang (NeurIPS, 2024)

Empower smart cities with sampling-wise dynamic facial expression recognition via frame-sequence contrastive learning. - Shaoqi Yan; Yan Wang 068; Xinji Mai; Qing Zhao 007; Wei Song 007; Jun Huang; Zeng Tao; Haoran Wang 006; Shuyong Gao; Wenqiang Zhang (Comput. Commun., 2024)

A3lign-DFER: Pioneering Comprehensive Dynamic Affective Alignment for Dynamic Facial Expression Recognition with CLIP. - Zeng Tao; Yan Wang 068; Junxiong Lin; Haoran Wang 006; Xinji Mai; Jiawen Yu; Xuan Tong; Ziheng Zhou 005; Shaoqi Yan; Qing Zhao 007; Liyuan Han; Wenqiang Zhang (CoRR, 2024)

OUS: Scene-Guided Dynamic Facial Expression Recognition. - Xinji Mai; Haoran Wang 006; Zeng Tao; Junxiong Lin; Shaoqi Yan; Yan Wang 068; Jing Liu 050; Jiawen Yu; Xuan Tong; Yating Li; Wenqiang Zhang (CoRR, 2024)

Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution. - Junxiong Lin; Zeng Tao; Xuan Tong; Xinji Mai; Haoran Wang 006; Boyang Wang; Yan Wang 068; Qing Zhao 007; Jiawen Yu; Yuxuan Lin 001; Shaoqi Yan; Shuyong Gao; et al. (CoRR, 2024)

Seeking Certainty In Uncertainty: Dual-Stage Unified Framework Solving Uncertainty in Dynamic Facial Expression Recognition. - Haoran Wang 006; Xinji Mai; Zeng Tao; Xuan Tong; Junxiong Lin; Yan Wang 068; Jiawen Yu; Boyang Wang; Shaoqi Yan; Qing Zhao 007; Ziheng Zhou 005; Shuyong Gao; et al. (CoRR, 2024)

From Efficient Multimodal Models to World Models: A Survey. - Xinji Mai; Zeng Tao; Junxiong Lin; Haoran Wang 006; Yang Chang; Yanlan Kang; Yan Wang 068; Wenqiang Zhang (CoRR, 2024)

All rivers run into the sea: Unified Modality Brain-like Emotional Central Mechanism. - Xinji Mai; Junxiong Lin; Haoran Wang 006; Zeng Tao; Yan Wang 068; Shaoqi Yan; Xuan Tong; Jiawen Yu; Boyang Wang; Ziheng Zhou 005; Qing Zhao 007; Shuyong Gao; et al. (CoRR, 2024)

Hi-EF: Benchmarking Emotion Forecasting in Human-interaction. - Haoran Wang 006; Xinji Mai; Zeng Tao; Yan Wang 068; Jiawen Yu; Ziheng Zhou 005; Xuan Tong; Shaoqi Yan; Qing Zhao 007; Shuyong Gao; Wenqiang Zhang (CoRR, 2024)

A Survey on Facial Expression Recognition of Static and Dynamic Emotions. - Yan Wang 068; Shaoqi Yan; Yang Liu 246; Wei Song 007; Jing Liu 050; Yang Chang; Xinji Mai; Xiping Hu; Wenqiang Zhang; Zhongxue Gan (CoRR, 2024)

OUS: Bridging Scene Context and Facial Features to Overcome the Rigid Cognitive Problem. - Xinji Mai; Haoran Wang 006; Zeng Tao; Junxiong Lin; Shaoqi Yan; Yan Wang 068; Jiawen Yu; Xuan Tong; Yating Li; Wenqiang Zhang (AAAI, 2025)

D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition. - Haoran Wang 006; Xinji Mai; Zeng Tao; Xuan Tong; Junxiong Lin; Yan Wang 068; Jiawen Yu; Shaoqi Yan; Ziheng Zhou 005; Wenqiang Zhang (CVPR, 2025)

Observe finer to select better: Learning key frame extraction via semantic coherence for dynamic facial expression recognition in the wild. - Shaoqi Yan; Yan Wang 068; Xinji Mai; Zeng Tao; Wei Song 007; Qing Zhao 007; Boyang Wang; Haoran Wang 006; Shuyong Gao; Wenqiang Zhang (Inf. Sci., 2025)

Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection. - Xuan Tong; Yang Chang; Qing Zhao 007; Jiawen Yu; Boyang Wang; Junxiong Lin; Yuxuan Lin 001; Xinji Mai; Haoran Wang 006; Zeng Tao; Yan Wang 068; Wenqiang Zhang (CoRR, 2025)

Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving. - Xinji Mai; Haotian Xu; Xing W; Weinong Wang; Yingying Zhang; Wenqiang Zhang (CoRR, 2025)

Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments. - Jiawen Yu; Jieji Ren; Yang Chang; Qiaojun Yu; Xuan Tong; Boyang Wang; Yan Song; You Li; Xinji Mai; Wenqiang Zhang (CoRR, 2025)