Wenxuan Huang

According to our database, Wenxuan Huang authored at least 30 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories.

Xue Xia, Chengkai Yao, Mingyu Tsoi, Xinjie Mao, Wenxuan Huang, Jiaqi Wei, Hao Wu, Cheng Tan, Lang Yu, Yuejin Yang, Mengdi Liu, Siqi Sun, Zhangyang Gao

CoRR, April, 2026

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents.

Ziao Zhang, Kou Shi, Shiting Huang, Avery Nie, Yu Zeng, Yiming Zhao, Zhen Fang, Qishen Su, Haibo Qiu, Wei Yang, Qingnan Ren, Shun Zou, Wenxuan Huang, Lin Chen, Zehui Chen, Feng Zhao

CoRR, April, 2026

SCALE:Scalable Conditional Atlas-Level Endpoint transport for virtual cell perturbation prediction.

Shuizhou Chen, Lang Yu, Kedu Jin, Songming Zhang, Hao Wu, Wenxuan Huang, Sheng Xu, Quan Qian, Qin Chen, Lei Bai, Siqi Sun, Zhangyang Gao

CoRR, March, 2026

HarmonyCell: Automating Single-Cell Perturbation Modeling under Semantic and Distribution Shifts.

Wenxuan Huang, Mingyu Tsoi, Yanhao Huang, Xinjie Mao, Xue Xia, Hao Wu, Jiaqi Wei, Yuejin Yang, Lang Yu, Cheng Tan, Xiang Zhang, Zhangyang Gao, Siqi Sun

CoRR, March, 2026

GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant.

Zhuokang Shen, Yifan Wang, Hanyu Chen, Wenxuan Huang, Yunhang Shen, Shaohui Lin

CoRR, March, 2026

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph.

Qiuchen Wang, Shihang Wang, Yu Zeng, Qiang Zhang, Fanrui Zhang, Zhuoning Guo, Bosi Zhang, Wenxuan Huang, Lin Chen, Zehui Chen, Pengjun Xie, Ruixue Ding

CoRR, February, 2026

Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression.

Yuntian Tang, Bohan Jia, Wenxuan Huang, Lianyue Zhang, Jiao Xie, Wenxi Li, Rongrong Ji, Shaohui Lin

CoRR, February, 2026

CLIP-Map: Structured Matrix Mapping for Parameter-Efficient CLIP Compression.

Kangjie Zhang, Wenxuan Huang, Xin Zhou, Boxiang Zhou, Dejia Song, Yuan Xie, Baochang Zhang, Lizhuang Ma, Nemo Chen, Xu Tang, Yao Hu, Shaohui Lin

CoRR, February, 2026

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models.

Yu Zeng, Wenxuan Huang, Zhen Fang, Shuang Chen, Yufan Shen, Yishuo Cai, Xiaoman Wang, Zhenfei Yin, Lin Chen, Zehui Chen, Shiting Huang, Yiming Zhao, Xu Tang, Yao Hu, Philip Torr, Wanli Ouyang, Shaosheng Cao

CoRR, February, 2026

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models.

Wenxuan Huang, Yu Zeng, Qiuchen Wang, Zhen Fang, Shaosheng Cao, Zheng Chu, Qingyu Yin, Shuang Chen, Zhenfei Yin, Lin Chen, Zehui Chen, Yao Hu, Philip Torr, Feng Zhao, Wanli Ouyang

CoRR, January, 2026

2025

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models.

Xiaoyu Zhan, Wenxuan Huang, Hao Sun, Xinyu Fu, Changfeng Ma, Shaosheng Cao, Bohan Jia, Shaohui Lin, Zhenfei Yin, Lei Bai, Wanli Ouyang, Yuanqi Li, Jie Guo, Yanwen Guo

CoRR, November, 2025

Unifying Tree Search Algorithm and Reward Design for LLM Reasoning: A Survey.

Jiaqi Wei, Xiang Zhang, Yuejin Yang, Wenxuan Huang, Juntai Cao, Sheng Xu, Xiang Zhuang, Zhangyang Gao, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Chenyu You, Wanli Ouyang, Siqi Sun

CoRR, October, 2025

Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning?

Qingyu Yin, Chak Tou Leong, Linyi Yang, Wenxuan Huang, Wenjie Li, Xiting Wang, Jaehong Yoon, YunXing, XingYu, Jinjin Gu

CoRR, October, 2025

MASA: Rethinking the Representational Bottleneck in LoRA with Multi-A Shared Adaptation.

Qin Dong, Yuntian Tang, Heming Jia, Yunhang Shen, Bohan Jia, Wenxuan Huang, Lianyue Zhang, Jiao Xie, Shaohui Lin

CoRR, October, 2025

Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models.

Yu Zeng, Wenxuan Huang, Shiting Huang, Xikun Bao, Yukun Qi, Yiming Zhao, Qiuchen Wang, Lin Chen, Zehui Chen, Huaian Chen, Wanli Ouyang, Feng Zhao

CoRR, October, 2025

Interleaving Reasoning for Better Text-to-Image Generation.

Wenxuan Huang, Shuang Chen, Zheyong Xie, Shaosheng Cao, Shixiang Tang, Yufan Shen, Qingyu Yin, Wenbo Hu, Xiaoman Wang, Yuntian Tang, Junbo Qiao, Yue Guo, Yao Hu, Zhenfei Yin, Philip Torr, Yu Cheng, Wanli Ouyang, Shaohui Lin

CoRR, September, 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, Hongwei Feng, Yanghua Xiao, Zheyu Ye, Yao Hu, Shaosheng Cao

CoRR, June, 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, Jiaqi Wei, Dan Si, Xiuqi Yao, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai

CoRR, June, 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, Wenxuan Huang, Jian Wu, Zuozhu Liu

CoRR, May, 2025

CompBench: Benchmarking Complex Instruction-guided Image Editing.

Bohan Jia, Wenxuan Huang, Yuntian Tang, Junbo Qiao, Jincheng Liao, Shaosheng Cao, Fei Zhao, Zhaopeng Feng, Zhouhong Gu, Zhenfei Yin, Lei Bai, Wanli Ouyang, Lin Chen, Fei Zhao, Zihan Wang, Yuan Xie, Shaohui Lin

CoRR, May, 2025

ReactDance: Progressive-Granular Representation for Long-Term Coherent Reactive Dance Generation.

Jingzhong Lin, Yuanyuan Qi, Xinru Li, Wenxuan Huang, Xiangfeng Xu, Bangyan Li, Xuejiao Wang, Gaoqi He

CoRR, May, 2025

VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning.

Yukun Qi, Yiming Zhao, Yu Zeng, Xikun Bao, Wenxuan Huang, Lin Chen, Zehui Chen, Jie Zhao, Zhongang Qi, Feng Zhao

CoRR, April, 2025

LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?

Bangyan Li, Wenxuan Huang, Yunhang Shen, Yeqiang Wang, Shaohui Lin, Jingzhong Lin, Ling You, Yinqi Zhang, Ke Li, Xing Sun, Yuling Sun

CoRR, March, 2025

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Wenxuan Huang, Bohan Jia, Zijie Zhai, Shaosheng Cao, Zheyu Ye, Fei Zhao, Zhe Xu, Yao Hu, Shaohui Lin

CoRR, March, 2025

An Intelligent First-Arrival Picking Method of Microseismic Signals Based on the Small Sample Expansion.

Wenxuan Huang, Guanqun Sheng, Xingong Tang, Kai Ma, Jingyi Lu, Hang Sun

IEEE Trans. Geosci. Remote. Sens., 2025

TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation.

Ling You, Wenxuan Huang, Xinni Xie, Xiangyi Wei, Bangyan Li, Shaohui Lin, Yang Li, Changbo Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification.

Wenxuan Huang, Zijie Zhai, Yunhang Shen, Shaosheng Cao, Fei Zhao, Xiangfeng Xu, Zheyu Ye, Shaohui Lin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion.

Xiangfeng Xu, Pinyi Zhang, Wenxuan Huang, Yunhang Shen, Haosheng Chen, Jingzhong Lin, Wei Li, Gaoqi He, Jiao Xie, Shaohui Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

A General and Efficient Training for Transformer via Token Expansion.

Wenxuan Huang, Yunhang Shen, Jiao Xie, Baochang Zhang, Gaoqi He, Ke Li, Xing Sun, Shaohui Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler.

Shaohui Lin, Wenxuan Huang, Jiao Xie, Baochang Zhang, Yunhang Shen, Zhou Yu, Jungong Han, David S. Doermann

CoRR, 2023