Lefei Zhang

41 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×11 ACL ×7 ACM MM ×4 ICML ×4 NeurIPS ×4 EMNLP ×3 IJCAI ×3 NAACL ×2 ECAI ×1 ICCV ×1 MICCAI ×1

Frequent coauthors

Zuchao Li

×21

Hai Zhao

×14

Ping Wang

×11

Bo Du

×6

Qian Zhang

×4

Meng Lan

×4

Luohe Shi

×4

Baoyuan Qi

×4

Guoming Liu

×4

Yong Luo

×4

Dacheng Tao

×4

Yongshan Zhang

×3

Papers

Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery
AAAI 2026 ·
Yongshan Zhang
,
Zixuan Zhang
,
Xinxin Wang
, Lefei Zhang,
Zhihua Cai
Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description
AAAI 2026 ·
Xu Zhang
,
Jianzhong Huang
, Lefei Zhang
ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration
AAAI 2026 ·
Xu Zhang
,
Huan Zhang
,
Guoli Wang
,
Qian Zhang
, Lefei Zhang
From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
ACL 2026 ·
Xiangyu Ma
,
Teng Xiao
,
Zuchao Li
, Lefei Zhang
GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning
ACL 2026 ·
Zuchao Li
,
Qiwei Li
,
Yao Yao
,
Hai Zhao
, Lefei Zhang,
Bo Du
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation
AAAI 2026 ·
Meng Lan
, Lefei Zhang,
Xiaomeng Li
RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
ACL 2026 ·
Zihong Zhang
,
Zuchao Li
, Lefei Zhang,
Ping Wang
,
Hai Zhao
RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation
AAAI 2026 ·
Fu Rong
,
Meng Lan
,
Qian Zhang
, Lefei Zhang
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing
AAAI 2026 ·
Liang Lv
,
Di Wang
,
Jing Zhang
, Lefei Zhang
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
AAAI 2026 ·
Luohe Shi
,
Zuchao Li
, Lefei Zhang,
Baoyuan Qi
,
Guoming Liu
,
Hai Zhao
Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models
ACL 2026 ·
Zhenyu Li
,
Zuchao Li
,
Ping Wang
, Lefei Zhang,
Haojun Ai
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
EMNLP 2025 ·
Zicong Tang
,
Ziyang Ma
,
Suqing Wang
,
Zuchao Li
, Lefei Zhang,
Hai Zhao
,
Yun Li
,
Qianren Wang
Deep Multi-Level Contrastive Clustering for Multi-Modal Remote Sensing Images
ACM MM 2025 ·
Weiqi Liu
,
Yongshan Zhang
,
Xinxin Wang
, Lefei Zhang
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution
IJCAI 2025 ·
Shi Chen
, Lefei Zhang,
Liangpei Zhang
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
AAAI 2025 ·
Jiaqi Chen
,
Xiaoye Zhu
,
Tianyang Liu
,
Ying Chen
,
Xinhui Chen
,
Yiwen Yuan
,
Chak Tou Leong
,
Zuchao Li
,
Tang Long
,
Lei Zhang
,
Chenyu Yan
,
Guanghao Mei
,
Jie Zhang
, Lefei Zhang
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
ACL 2025 ·
Luohe Shi
,
Zuchao Li
, Lefei Zhang,
Baoyuan Qi
,
Guoming Liu
,
Hai Zhao
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction
NAACL 2025 ·
Lu Yang
,
Jiajia Li
,
En Ci
, Lefei Zhang,
Zuchao Li
,
Ping Wang
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation
ICCV 2025 ·
Fu Rong
,
Meng Lan
,
Qian Zhang
, Lefei Zhang
Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
NeurIPS 2025 ·
Anke Tang
,
Enneng Yang
,
Li Shen
,
Yong Luo
,
Han Hu
, Lefei Zhang,
Bo Du
,
Dacheng Tao
Multimodal Decomposed Distillation with Instance Alignment and Uncertainty Compensation for Thermal Object Detection
ACM MM 2025 ·
Yanfeng Liu
, Lefei Zhang
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model
NAACL 2025 ·
Mingni Tang
,
Jiajia Li
,
Lu Yang
,
Zhiqiang Zhang
,
Jinhao Tian
,
Zuchao Li
, Lefei Zhang,
Ping Wang
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation
AAAI 2025 ·
Liang Lv
, Lefei Zhang
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models
ACL 2025 ·
Zihong Zhang
,
Liqi He
,
Zuchao Li
, Lefei Zhang,
Hai Zhao
,
Bo Du
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away
AAAI 2025 ·
Jiliang Hu
,
Jiajia Li
,
Ziyi Pan
,
Chong Chen
,
Zuchao Li
,
Ping Wang
, Lefei Zhang
Spatial-Spectral Similarity-Guided Fusion Network for Pansharpening
IJCAI 2025 ·
Jiazhuang Xiong
,
Yongshan Zhang
,
Xinxin Wang
, Lefei Zhang
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers
ACL 2025 ·
Zicong Tang
,
Luohe Shi
,
Zuchao Li
,
Baoyuan Qi
,
Guoming Liu
, Lefei Zhang,
Ping Wang
The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking
ICML 2025 ·
Yuchun Miao
,
Sen Zhang
,
Liang Ding
,
Yuqi Zhang
, Lefei Zhang,
Dacheng Tao
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
EMNLP 2025 ·
Jiani Guo
,
Zuchao Li
,
Jie Wu
,
Qianren Wang
,
Yun Li
, Lefei Zhang,
Hai Zhao
,
Yu-Jiu Yang
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
ICML 2025 ·
Zuchao Li
,
Yonghua Hei
,
Qiwei Li
, Lefei Zhang,
Ping Wang
,
Hai Zhao
,
Baoyuan Qi
,
Guoming Liu
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
ECAI 2024 ·
Xiangke Zeng
,
Zuchao Li
, Lefei Zhang,
Ping Wang
,
Hongqiu Wu
,
Hai Zhao
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis
AAAI 2024 ·
Tianshuo Peng
,
Zuchao Li
,
Ping Wang
, Lefei Zhang,
Hai Zhao
Driving Scene Understanding with Traffic Scene-Assisted Topology Graph Transformer
ACM MM 2024 ·
Fu Rong
,
Wenjin Peng
,
Meng Lan
,
Qian Zhang
, Lefei Zhang
Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting
IJCAI 2024 ·
Muqi Huang
,
Chaoyue Wang
,
Yong Luo
, Lefei Zhang
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
NeurIPS 2024 ·
Yuchun Miao
,
Sen Zhang
,
Liang Ding
,
Rong Bao
, Lefei Zhang,
Dacheng Tao
MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation
MICCAI 2024 ·
Xu Zhang
,
Bo Ni
,
Yang Yang
, Lefei Zhang
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
NeurIPS 2024 ·
Song Ouyang
,
Huiyu Cai
,
Yong Luo
,
Kehua Su
, Lefei Zhang,
Bo Du
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
ICML 2024 ·
Anke Tang
,
Li Shen
,
Yong Luo
,
Nan Yin
, Lefei Zhang,
Dacheng Tao
Multi-modal Auto-regressive Modeling via Visual Tokens
ACM MM 2024 ·
Tianshuo Peng
,
Zuchao Li
, Lefei Zhang,
Hai Zhao
,
Ping Wang
,
Bo Du
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
NeurIPS 2024 ·
Luohe Shi
,
Yao Yao
,
Zuchao Li
, Lefei Zhang,
Hai Zhao
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
ICML 2024 ·
Weixi Song
,
Zuchao Li
, Lefei Zhang,
Hai Zhao
,
Bo Du
VHASR: A Multimodal Speech Recognition System With Vision Hotwords
EMNLP 2024 ·
Jiliang Hu
,
Zuchao Li
,
Ping Wang
,
Haojun Ai
, Lefei Zhang,
Hai Zhao