Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler. - Shaohui Lin; Wenxuan Huang 001; Jiao Xie; Baochang Zhang 001; Yunhang Shen; Zhou Yu; Jungong Han; David S. Doermann (CoRR, 2023)

A General and Efficient Training for Transformer via Token Expansion. - Wenxuan Huang 001; Yunhang Shen; Jiao Xie; Baochang Zhang 001; Gaoqi He; Ke Li 015; Xing Sun 001; Shaohui Lin (CVPR, 2024)

Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion. - Xiangfeng Xu; Pinyi Zhang; Wenxuan Huang 001; Yunhang Shen; Haosheng Chen; Jingzhong Lin; Wei Li 002; Gaoqi He; Jiao Xie; Shaohui Lin (CVPR, 2025)

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. - Wenxuan Huang 001; Zijie Zhai; Yunhang Shen; Shaosheng Cao; Fei Zhao; Xiangfeng Xu; Zheyu Ye; Shaohui Lin (ICLR, 2025)

An Intelligent First-Arrival Picking Method of Microseismic Signals Based on the Small Sample Expansion. - Wenxuan Huang 001; Guanqun Sheng; Xingong Tang; Kai Ma; Jingyi Lu; Hang Sun (IEEE Trans. Geosci. Remote. Sens., 2025)

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models. - Wenxuan Huang 001; Bohan Jia; Zijie Zhai; Shaosheng Cao; Zheyu Ye; Fei Zhao; Zhe Xu; Yao Hu 002; Shaohui Lin (CoRR, 2025)

LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? - Bangyan Li; Wenxuan Huang 001; Yunhang Shen; Yeqiang Wang; Shaohui Lin; Jingzhong Lin; Ling You; Yinqi Zhang; Ke Li 015; Xing Sun 001; Yuling Sun (CoRR, 2025)

VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning. - Yukun Qi; Yiming Zhao; Yu Zeng; Xikun Bao; Wenxuan Huang 001; Lin Chen 026; Zehui Chen; Jie Zhao; Zhongang Qi; Feng Zhao 004 (CoRR, 2025)

TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation. - Ling You; Wenxuan Huang 001; Xinni Xie; Xiangyi Wei; Bangyan Li; Shaohui Lin; Yang Li; Changbo Wang (CoRR, 2025)

ReactDance: Progressive-Granular Representation for Long-Term Coherent Reactive Dance Generation. - Jingzhong Lin; Yuanyuan Qi; Xinru Li; Wenxuan Huang 001; Xiangfeng Xu; Bangyan Li; Xuejiao Wang; Gaoqi He (CoRR, 2025)

CompBench: Benchmarking Complex Instruction-guided Image Editing. - Bohan Jia; Wenxuan Huang 001; Yuntian Tang; Junbo Qiao; Jincheng Liao; Shaosheng Cao; Fei Zhao; Zhaopeng Feng; Zhouhong Gu; Zhenfei Yin; Lei Bai 001; Wanli Ouyang; et al. (CoRR, 2025)

MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning. - Zhaopeng Feng; Yupu Liang; Shaosheng Cao; Jiayuan Su; Jiahan Ren; Zhe Xu; Yao Hu 002; Wenxuan Huang 001; Jian Wu; Zuozhu Liu (CoRR, 2025)

Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning. - Yuhao Zhou; Yiheng Wang; Xuming He; Ruoyao Xiao; Zhiwei Li; Qiantai Feng; Zijie Guo; Yuejin Yang; Hao Wu; Wenxuan Huang 001; Jiaqi Wei; Dan Si; et al. (CoRR, 2025)

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need. - Zhouhong Gu; Xiaoxuan Zhu; Yin Cai; Hao Shen; Xingzhou Chen; Qingyi Wang; Jialin Li; Xiaoran Shi; Haoran Guo; Wenxuan Huang 001; Hongwei Feng; Yanghua Xiao; et al. (CoRR, 2025)