1. Oct. 2026Grounding Generative Verification in 3D ContentShuanglin Li, Jiaying Lin, Shuquan YeView paper
   arXivProject pageX videoRednote videoBenchmark & data
2. Oct. 2026CrossPortrait: Cross-Species Portrait Animation via Adversarial Motion AlignmentGezhong Pan, Zhe Li, Yunfan Tao, Yongheng Zhao, Shiqi Zhou, Juyong Zhang, Xiaosong Jia, Yanyong Zhang, Shuquan Ye, Shaofeng ZhangView paper
   arXivProject page
3. Oct. 2026Learning Beyond the Endpoints: Benchmarking and Learning Transition-State-Informed Reaction RepresentationsChaolong Wang, Tong Qiu, Shuquan YeView paper
4. Oct. 2026UniPortrait4D: Unifying 4D Portrait Reshooting and AnimationYunfan Tao, Zhe Li, Jinkai Cui, Leipeng Hu, Gezhong Pan, Yongheng Zhao, Shiqi Zhou, Shuquan Ye, Shaofeng Zhang, Juyong ZhangView paper
5. Oct. 2026Modeling Long-Term Memory and Temporal Attention Shifts for Video Salient Object Ranking with a New BenchmarkJiaying Lin, Rui Song, Huankang Guan, Shuanglin Li, Shuquan Ye, Rynson WH LauView paper
6. Feb. 2026Virtual Operando Spectroscopy: Benchmarking and Modeling Infrared Dynamics with Physics-Informed FlowsShuquan Ye, Ben Fei, HONGBIN XU, Jiaying Lin, Wanli OuyangView paper