Mpox-PyramidTransferNet: A Hierarchical Transfer Learning Framework for Monkeypox and Dermatological Disease Classification. - Juanxi Tian; Kaixin Zhu; Wentao Fan (ICMLC, 2024)

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. - Peng Xia 005; Ze Chen; Juanxi Tian; Yangrui Gong; Ruibo Hou; Yue Xu; Zhenbang Wu; Zhiyuan Fan; Yiyang Zhou; Kangyu Zhu; Wenhao Zheng; Zhaoyang Wang 004; et al. (NeurIPS, 2024)

Switch EMA: A Free Lunch for Better Flatness and Sharpness. - Siyuan Li 002; Zicheng Liu 006; Juanxi Tian; Ge Wang; Zedong Wang; Weiyang Jin; Di Wu 057; Cheng Tan 012; Tao Lin; Yang Liu 356; Baigui Sun; Stan Z. Li (CoRR, 2024)

Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning. - Siyuan Li 002; Juanxi Tian; Zedong Wang; Luyuan Zhang; Zicheng Liu 006; Weiyang Jin; Yang Liu 356; Baigui Sun; Stan Z. Li (CoRR, 2024)

Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis. - Bohan Zeng; Ling Yang 006; Siyu Li; Jiaming Liu; Zixiang Zhang; Juanxi Tian; Kaixin Zhu; Yongzhen Guo; Fu-Yun Wang; Minkai Xu; Stefano Ermon; Wentao Zhang 001 (CoRR, 2024)

Taming LLMs with Gradient Grouping. - Siyuan Li 002; Juanxi Tian; Zedong Wang; Xin Jin; Zicheng Liu 006; Wentao Zhang; Dan Xu (ACL (1), 2025)

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization. - Siyuan Li 002; Luyuan Zhang; Zedong Wang; Juanxi Tian; Cheng Tan 012; Zicheng Liu 006; Chang Yu 001; Qingsong Xie; Haonan Lu; Haoqian Wang; Zhen Lei 001 (CVPR, 2025)

WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes. - Ling Yang 006; Kaixin Zhu; Juanxi Tian; Bohan Zeng; Mingbao Lin; Hongjuan Pei; Wentao Zhang 001; Shuicheng Yan (CoRR, 2025)

Taming LLMs by Scaling Learning Rates with Gradient Grouping. - Siyuan Li 002; Juanxi Tian; Zedong Wang; Xin Jin; Zicheng Liu 006; Wentao Zhang; Dan Xu (CoRR, 2025)

MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting. - Mingjie Wang 001; Juanxi Tian; Mingze Zhang; Jianxiong Guo; Weijia Jia 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)