Linfeng Zhang

Shanghai Jiao Tong University, China

39 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3341-183X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×12 AAAI ×7 CVPR ×4 ICCV ×4 NeurIPS ×4 ICLR ×3 ACM MM ×2 EMNLP ×2 ICML ×1

Frequent coauthors

Xuming Hu

×11

Shaobo Wang

×10

Zichen Wen

×9

Chang Zou

×7

Conghui He

×7

Yuanhuiyi Lyu

×6

Weijia Li

×5

Xu Zheng

×4

Xiaoqian Liu

×4

Jiacheng Liu

×4

Xuefei Ning

×4

Xin Zou

×3

Papers

Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
ACL 2026 ·
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
Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation
ACL 2026 ·
Xiaoqian Liu
,
Zhengkun Ge
,
Jianjin Wang
,
Haoran Zhang
,
Yuan Ge
,
Kaiyan Chang
,
Chen Xu
,
Tong Xiao
,
Zhengtao Yu
, Linfeng Zhang,
JingBo Zhu
D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
AAAI 2026 ·
Evelyn Zhang
,
Fufu Yu
,
Aoqi Wu
,
Zichen Wen
,
Ke Yan
,
Shouhong Ding
,
Biqing Qi
, Linfeng Zhang
Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
AAAI 2026 ·
Shikang Zheng
,
Liang Feng
,
Xinyu Wang
,
Qinming Zhou
,
Peiliang Cai
,
Chang Zou
,
Jiacheng Liu
,
Yuqi Lin
,
Junjie Chen
,
Yue Ma
, Linfeng Zhang
ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation
AAAI 2026 ·
Yue Min
,
Shaobo Wang
,
Jiaze Li
,
Tianle Niu
,
Junxin Fan
,
Yongliang Miao
,
Lijin Yang
, Linfeng Zhang
Mask Tokens as Prophet: Fine-Grained Cache Eviction for Efficient dLLM Inference
ACL 2026 ·
Jianuo Huang
,
Yaojie Zhang
,
Yicun Yang
,
Benhao Huang
, Linfeng Zhang
MelTrim: Coarse-to-Fine Data Pruning for Speech Classification
ACL 2026 ·
Shaobo Wang
,
Tianle Niu
,
Xuan Ouyang
,
Xintong Li
,
Zhengkun Ge
,
Yue Min
,
Xiaoqian Liu
,
Hankun Wang
, Linfeng Zhang
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
ACL 2026 ·
Junbo Niu
,
Zheng Liu
,
Zhuangcheng Gu
,
Bin Wang
,
Linke Ouyang
,
Zhiyuan Zhao
,
Tao Chu
,
Tianyao He
,
Fan Wu
,
Qintong Zhang
,
Zhenjiang Jin
,
Guang Liang
,
Rui Zhang
,
Wenzheng Zhang
,
Yuan Qu
,
Zhifei Ren
,
Yuefeng Sun
,
Zirui Tang
,
Boyu Niu
,
Yuanhong Zheng
,
Dongsheng Ma
,
Ziyang Miao
,
Hejun Dong
,
Siyi Qian
,
Junyuan Zhang
,
Fangdong Wang
,
Jingzhou Chen
,
Xiaomeng Zhao
,
Liqun Wei
,
Wei Li
,
Shasha Wang
,
Ruiliang Xu
,
Yuanyuan Cao
,
Lu Chen
,
Qianqian Wu
,
Huaiyu Gu
,
Lindong Lu
,
Dechen Lin
,
Shenguanlin
,
Xuanhe Zhou
, Linfeng Zhang,
Yuhang Zang
,
Xiaoyi Dong
,
Jiaqi Wang
,
Bo Zhang
,
Lei Bai
,
Pei Chu
,
Weijia Li
,
Jiang Wu
,
Lijun Wu
,
Zhenxiang Li
,
Guangyu Wang
,
Zhongying Tu
,
Chao Xu
,
Kai Chen
,
Bowen Zhou
,
Dahua Lin
,
Wentao Zhang
,
Conghui He
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
ACL 2026 ·
Shuang Cheng
,
Yuhua Jiang
,
Zineng Zhou
,
Dawei Liu
,
Tao Wang
, Linfeng Zhang,
Biqing Qi
,
Bowen Zhou
SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
ACL 2026 ·
Shuang Cheng
,
Yihan Bian
,
Dawei Liu
,
Yuhua Jiang
,
Yihao Liu
, Linfeng Zhang,
Qian Yao
,
Zhongbo Tian
,
Wenhai Wang
,
Qipeng Guo
,
Kai Chen
,
Biqing Qi
,
Bowen Zhou
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
AAAI 2026 ·
Yuan Ge
,
Junxiang Zhang
,
Xiaoqian Liu
,
Bei Li
,
Xiangnan Ma
,
Chenglong Wang
,
Kaiyang Ye
,
Yangfan Du
, Linfeng Zhang,
Yuxin Huang
,
Tong Xiao
,
Zhengtao Yu
,
Jingbo Zhu
StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding
ACL 2026 ·
Junxi Wang
,
Te Sun
,
Jiayi Zhu
,
Junxian Li
,
Haowen Xu
,
Zichen Wen
,
Xuming Hu
,
Zhiyu Li
, Linfeng Zhang
UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective
AAAI 2026 ·
Furui Xu
,
Shaobo Wang
,
Jiajun Zhang
,
Chenghao Sun
,
Haixiang Tang
, Linfeng Zhang
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation
AAAI 2026 ·
Xiaoqian Liu
,
Xiyan Gui
,
Zhengkun Ge
,
Yuan Ge
,
Chang Zou
,
Jiacheng Liu
,
Zhikang Niu
,
Qixi Zheng
,
Chen Xu
,
Xie Chen
,
Tong Xiao
,
Jingbo Zhu
, Linfeng Zhang
Accelerating Diffusion Transformers with Token-wise Feature Caching
ICLR 2025 ·
Chang Zou
,
Xuyang Liu
,
Ting Liu
,
Siteng Huang
, Linfeng Zhang
Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching
ACM MM 2025 ·
Zhixin Zheng
,
Xinyu Wang
,
Chang Zou
,
Shaobo Wang
, Linfeng Zhang
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
ACL 2025 ·
Shaobo Wang
,
Xiangqi Jin
,
Ziming Wang
,
Jize Wang
,
Jiajun Zhang
,
Kaixin Li
,
Zichen Wen
,
Zhong Li
,
Conghui He
,
Xuming Hu
, Linfeng Zhang
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
CVPR 2025 ·
Shaobo Wang
,
Yicun Yang
,
Zhiyuan Liu
,
Chenghao Sun
,
Xuming Hu
,
Conghui He
, Linfeng Zhang
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
CVPR 2025 ·
Qianli Ma
,
Xuefei Ning
,
Dongrui Liu
,
Li Niu
, Linfeng Zhang
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
NeurIPS 2025 ·
Xin Zou
,
Di Lu
,
Yizhou Wang
,
Yibo Yan
,
Yuanhuiyi Lyu
,
Xu Zheng
, Linfeng Zhang,
Xuming Hu
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
NeurIPS 2025 ·
Zichen Wen
,
Shaobo Wang
,
Yufa Zhou
,
Junyuan Zhang
,
Qintong Zhang
,
Yifeng Gao
,
Zhaorun Chen
,
Bin Wang
,
Weijia Li
,
Conghui He
, Linfeng Zhang
EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models
NeurIPS 2025 ·
Yantai Yang
,
Yuhao Wang
,
Zichen Wen
,
Luo Zhongwei
,
Chang Zou
,
Zhipeng Zhang
,
Chuan Wen
, Linfeng Zhang
From Reusing to Forecasting: Accelerating Diffusion Models With Taylorseers
ICCV 2025 ·
Jiacheng Liu
,
Chang Zou
,
Yuanhuiyi Lyu
,
Junjie Chen
, Linfeng Zhang
Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers
ICLR 2025 ·
Shaobo Wang
,
Hongxuan Tang
,
Mingyang Wang
,
Hongrui Zhang
,
Xuyang Liu
,
Weiya Li
,
Xuming Hu
, Linfeng Zhang
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction
EMNLP 2025 ·
Xuelin Li
,
Xiangqi Jin
, Linfeng Zhang
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
CVPR 2025 ·
Junzhe Chen
,
Tianshu Zhang
,
Shiyu Huang
,
Yuwei Niu
, Linfeng Zhang,
Lijie Wen
,
Xuming Hu
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint
ACL 2025 ·
Qianli Ma
,
Dongrui Liu
,
Qian Chen
, Linfeng Zhang,
Jing Shao
LEGION: Learning to Ground and Explain for Synthetic Image Detection
ICCV 2025 ·
Hengrui Kang
,
Siwei Wen
,
Zichen Wen
,
Junyan Ye
,
Weijia Li
,
Peilin Feng
,
Baichuan Zhou
,
Bin Wang
,
Dahua Lin
, Linfeng Zhang,
Conghui He
LazyMAR: Accelerating Masked Autoregressive Models Via Feature Caching
ICCV 2025 ·
Feihong Yan
,
Qingyan Wei
,
Jiayi Tang
,
Jiajun Li
,
Yulin Wang
,
Xuming Hu
,
Huiqi Li
, Linfeng Zhang
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
ICCV 2025 ·
Ding Zhong
,
Xu Zheng
,
Chenfei Liao
,
Yuanhuiyi Lyu
,
Jialei Chen
,
Shengyang Wu
, Linfeng Zhang,
Xuming Hu
ProReflow: Progressive Reflow with Decomposed Velocity
CVPR 2025 ·
Lei Ke
,
Haohang Xu
,
Xuefei Ning
,
Yu Li
,
Jiajun Li
,
Haoling Li
,
Yuxuan Lin
,
Dongsheng Jiang
,
Yujiu Yang
, Linfeng Zhang
REEF: Representation Encoding Fingerprints for Large Language Models
ICLR 2025 ·
Jie Zhang
,
Dongrui Liu
,
Chen Qian
, Linfeng Zhang,
Yong Liu
,
Yu Qiao
,
Jing Shao
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
ICML 2025 ·
Yuanhuiyi Lyu
,
Xu Zheng
,
Lutao Jiang
,
Yibo Yan
,
Xin Zou
,
Huiyu Zhou
, Linfeng Zhang,
Xuming Hu
SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching
ACM MM 2025 ·
Jiacheng Liu
,
Chang Zou
,
Yuanhuiyi Lyu
,
Fei Ren
,
Shaobo Wang
,
Kaixin Li
, Linfeng Zhang
Stop Looking for "Important Tokens" in Multimodal Language Models: Duplication Matters More
EMNLP 2025 ·
Zichen Wen
,
Yifeng Gao
,
Shaobo Wang
,
Junyuan Zhang
,
Qintong Zhang
,
Weijia Li
,
Conghui He
, Linfeng Zhang
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
ACL 2025 ·
Zichen Wen
,
Yifeng Gao
,
Weijia Li
,
Conghui He
, Linfeng Zhang
Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning
AAAI 2025 ·
Evelyn Zhang
,
Jiayi Tang
,
Xuefei Ning
, Linfeng Zhang
Unlocking Speech Instruction Data Potential with Query Rewriting
ACL 2025 ·
Yonghua Hei
,
Yibo Yan
,
Shuliang Liu
,
Huiyu Zhou
, Linfeng Zhang,
Xuming Hu
DiTFastAttn: Attention Compression for Diffusion Transformer Models
NeurIPS 2024 ·
Zhihang Yuan
,
Hanling Zhang
,
Lu Pu
,
Xuefei Ning
, Linfeng Zhang,
Tianchen Zhao
,
Shengen Yan
,
Guohao Dai
,
Yu Wang