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ORCIDZichen Wen
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2020 – today
- 2025
[c6]Zichen Wen, Yifeng Gao, Weijia Li, Conghui He, Linfeng Zhang:
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? ACL (Findings) 2025: 15537-15549- [c5]Shaobo Wang, Xiangqi Jin, Ziming Wang, Jize Wang, Jiajun Zhang, Kaixin Li, Zichen Wen, Zhong Li, Conghui He, Xuming Hu, Linfeng Zhang:
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning. ACL (1) 2025: 23287-23305 - [c4]Yazhou Ren, Junlong Ke, Zichen Wen, Tianyi Wu, Yang Yang, Xiaorong Pu, Lifang He:
Multi-View Graph Clustering via Node-Guided Contrastive Encoding. ICML 2025 - [i27]Zichen Wen, Yifeng Gao
, Shaobo Wang, Junyuan Zhang, Qintong Zhang, Weijia Li, Conghui He, Linfeng Zhang:
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More. CoRR abs/2502.11494 (2025) - [i26]Zichen Wen, Yifeng Gao, Weijia Li, Conghui He, Linfeng Zhang:
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? CoRR abs/2502.11501 (2025) - [i25]Siwei Wen, Junyan Ye, Peilin Feng, Hengrui Kang, Zichen Wen, Yize Chen, Jiang Wu, Wenjun Wu, Conghui He, Weijia Li:
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation. CoRR abs/2503.14905 (2025) - [i24]Hengrui Kang, Siwei Wen, Zichen Wen, Junyan Ye, Weijia Li, Peilin Feng, Baichuan Zhou, Bin Wang, Dahua Lin, Linfeng Zhang, Conghui He:
LEGION: Learning to Ground and Explain for Synthetic Image Detection. CoRR abs/2503.15264 (2025) - [i23]Shaobo Wang, Xiangqi Jin, Ziming Wang, Jize Wang, Jiajun Zhang, Kaixin Li, Zichen Wen, Zhong Li, Conghui He, Xuming Hu, Linfeng Zhang:
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning. CoRR abs/2505.12212 (2025) - [i22]Xuyang Liu, Zichen Wen, Shaobo Wang, Junjie Chen, Zhishan Tao, Yubo Wang, Xiangqi Jin, Chang Zou, Yiyu Wang, Chenfei Liao, Xu Zheng, Honggang Chen, Weijia Li, Xuming Hu, Conghui He, Linfeng Zhang:
Shifting AI Efficiency From Model-Centric to Data-Centric Compression. CoRR abs/2505.19147 (2025) - [i21]Weiya Li, Junjie Chen, Bei Li, Boyang Liu, Zichen Wen, Nuanqiao Shan, Xiaoqian Liu, Anping Liu, Huajie Liu, Hu Song, Linfeng Zhang:
TACTIC: Translation Agents with Cognitive-Theoretic Interactive Collaboration. CoRR abs/2506.08403 (2025) - [i20]Yantai Yang, Yuhao Wang, Zichen Wen, Luo Zhongwei, Chang Zou, Zhipeng Zhang, Chuan Wen, Linfeng Zhang:
EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models. CoRR abs/2506.10100 (2025) - [i19]Zichen Wen, Jiashu Qu, Dongrui Liu, Zhiyuan Liu, Ruixi Wu, Yicun Yang, Xiangqi Jin, Haoyun Xu, Xuyang Liu, Weijia Li, Chaochao Lu, Jing Shao, Conghui He, Linfeng Zhang:
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs. CoRR abs/2507.11097 (2025) - [i18]Jiabing Yang, Yixiang Chen, Zichen Wen, Chenhang Cui, Peiyan Li, Yuan Xu, Bowen Fang, Yan Huang, Liang Wang:
DTPA: Dynamic Token-level Prefix Augmentation for Controllable Text Generation. CoRR abs/2508.04047 (2025) - [i17]Xiangqi Jin, Yuxuan Wang, Yifeng Gao, Zichen Wen, Biqing Qi, Dongrui Liu, Linfeng Zhang:
Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs. CoRR abs/2508.10736 (2025) - [i16]Minhao Xiong, Zichen Wen, Zhuangcheng Gu, Xuyang Liu, Rui Zhang, Hengrui Kang, Jiabing Yang, Junyuan Zhang, Weijia Li, Conghui He, Yafei Wang, Linfeng Zhang:
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving. CoRR abs/2508.13305 (2025) - [i15]Junjie Chen, Xuyang Liu, Zichen Wen, Yiyu Wang, Siteng Huang, Honggang Chen:
Variation-aware Vision Token Dropping for Faster Large Vision-Language Models. CoRR abs/2509.01552 (2025) - [i14]Shaobo Wang, Jiaming Wang, Jiajun Zhang, Cong Wang, Yue Min, Zichen Wen, Fei Huang, Huiqiang Jiang, Junyang Lin, Dayiheng Liu, Linfeng Zhang:
Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning. CoRR abs/2509.23873 (2025) - [i13]Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang:
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation. CoRR abs/2510.00515 (2025) - [i12]Chenfei Liao, Wensong Wang, Zichen Wen, Xu Zheng, Yiyu Wang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Xin Zou, Yuqian Fu, Bin Ren, Linfeng Zhang, Xuming Hu:
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods. CoRR abs/2510.07143 (2025) - [i11]Peize He, Zichen Wen, Yubo Wang, Yuxuan Wang, Xiaoqian Liu, Jiajie Huang, Zehui Lei, Zhuangcheng Gu, Xiangqi Jin, Jiabing Yang, Kai Li, Zhifei Liu, Weijia Li, Cunxiang Wang, Conghui He, Linfeng Zhang:
AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs. CoRR abs/2510.07293 (2025) - [i10]Long Cui, Weiyun Wang, Jie Shao, Zichen Wen, Gen Luo, Linfeng Zhang, Yanting Zhang, Yu Qiao, Wenhai Wang:
ViCO: A Training Strategy towards Semantic Aware Dynamic High-Resolution. CoRR abs/2510.12793 (2025) - [i9]Zichen Wen, Yiyu Wang, Chenfei Liao, Boxue Yang, Junxian Li, Weifeng Liu, Haocong He, Bolong Feng, Xuyang Liu, Yuanhuiyi Lyu, Xu Zheng, Xuming Hu, Linfeng Zhang:
AI for Service: Proactive Assistance with AI Glasses. CoRR abs/2510.14359 (2025) - [i8]Yicun Yang, Cong Wang, Shaobo Wang, Zichen Wen, Biqing Qi, Hanlin Xu, Linfeng Zhang:
Diffusion LLM with Native Variable Generation Lengths: Let [EOS] Lead the Way. CoRR abs/2510.24605 (2025) - [i7]Hengrui Kang, Zhuangcheng Gu, Zhiyuan Zhao, Zichen Wen, Bin Wang, Weijia Li, Conghui He:
OmniLayout: Enabling Coarse-to-Fine Learning with LLMs for Universal Document Layout Generation. CoRR abs/2510.26213 (2025) - 2024
- [c3]Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He:
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. AAAI 2024: 15841-15849 - [c2]Junlong Ke, Zichen Wen, Yechenhao Yang, Chenhang Cui, Yazhou Ren, Xiaorong Pu, Lifang He:
Integrating Vision-Language Semantic Graphs in Multi-View Clustering. IJCAI 2024: 4273-4281 - [c1]Zichen Wen, Tianyi Wu, Yazhou Ren, Yawen Ling, Chenhang Cui, Xiaorong Pu, Lifang He:
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering. ACM Multimedia 2024: 1819-1828 - [i6]Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He:
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. CoRR abs/2401.02682 (2024) - [i5]Zhaorun Chen, Yichao Du, Zichen Wen, Yiyang Zhou, Chenhang Cui, Zhenzhen Weng, Haoqin Tu, Chaoqi Wang, Zhengwei Tong, Qinglan Huang, Canyu Chen, Qinghao Ye, Zhihong Zhu, Yuqing Zhang, Jiawei Zhou, Zhuokai Zhao, Rafael Rafailov, Chelsea Finn, Huaxiu Yao:
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? CoRR abs/2407.04842 (2024) - [i4]Jianpeng Chen, Yawen Ling, Yazhou Ren, Zichen Wen, Tianyi Wu, Shufei Zhang, Lifang He:
SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering. CoRR abs/2410.03596 (2024) - [i3]Zichen Wen, Tianyi Wu, Yazhou Ren, Yawen Ling, Chenhang Cui, Xiaorong Pu, Lifang He:
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering. CoRR abs/2410.22983 (2024) - [i2]Zichen Wen, Dadi Guo, Huishuai Zhang:
AIDBench: A benchmark for evaluating the authorship identification capability of large language models. CoRR abs/2411.13226 (2024) - [i1]Junyuan Zhang, Qintong Zhang, Bin Wang, Linke Ouyang, Zichen Wen, Ying Li, Ka-Ho Chow, Conghui He, Wentao Zhang:
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation. CoRR abs/2412.02592 (2024)
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