Zichen Wen
- Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More
2025/02/17 by Zichen Wen, Yifeng Gao, Wen, Zichen +13 · 29 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
2025/02/17 by Zichen Wen, Yifeng Gao, Wen, Zichen +7 · 26 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
2025/03/19 by Junyan Ye, Wen, Siwei, Ye, Junyan +14 · 17 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Shifting AI Efficiency From Model-Centric to Data-Centric Compression
2025/05/25 by Xuyang Liu, Liu, Xuyang, Zichen Wen +29 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
2025/05/18 by Shaobo Wang, Wang, Shaobo, Jin, Xiangqi +17 · 8 citations
Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
- Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
2024/01/05 by Zichen Wen, Wen, Zichen, Yawen Ling +13 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
2025/09/01 by Junjie Chen, Xuyang Liu, Chen, Junjie +9 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs
2025/10/08 by Pingping He, Zichen Wen, He, Peize +27 · 4 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
- Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
2025/10/01 by Zichen Wen, Shaobo Wang, Wen, Zichen +19 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- D2Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
2025/12/22 by Zhang, Evelyn, Fufu Yu, Yu, Fufu +12 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- TACTIC: Translation Agents with Cognitive-Theoretic Interactive Collaboration
2025/06/10 by Weiya Li, Li, Weiya, Junjie Chen +18 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Kimi K3: Open Frontier Intelligence
2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
#cs.CL #cs.LG