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Lefei Zhang

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

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Venues

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

Frequent coauthors

Xu Zhang
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Fu Rong
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Luohe Shi
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Zuchao Li
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Zihong Zhang
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Liang Lv
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Zicong Tang
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Anke Tang
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Jiliang Hu
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Yuchun Miao
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Tianshuo Peng
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Yongshan Zhang
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Papers

  1. Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery
    AAAI 2026 ·
    Yongshan Zhang
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  2. Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description
    AAAI 2026 ·
    Xu Zhang
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  3. ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration
    AAAI 2026 ·
    Xu Zhang
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  4. From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
    ACL 2026 ·
    Xiangyu Ma
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  5. GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning
    ACL 2026 ·
    Zuchao Li
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  6. OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation
    AAAI 2026 ·
    Meng Lan
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  7. RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
    ACL 2026 ·
    Zihong Zhang
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  8. RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation
    AAAI 2026 ·
    Fu Rong
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  9. S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing
    AAAI 2026 ·
    Liang Lv
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  10. Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
    AAAI 2026 ·
    Luohe Shi
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  11. Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models
    ACL 2026 ·
    Zhenyu Li
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  12. CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
    EMNLP 2025 ·
    Zicong Tang
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  13. Deep Multi-Level Contrastive Clustering for Multi-Modal Remote Sensing Images
    ACM MM 2025 ·
    Weiqi Liu
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  14. HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution
    IJCAI 2025 ·
    Shi Chen
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  15. Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
    AAAI 2025 ·
    Jiaqi Chen
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  16. KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
    ACL 2025 ·
    Luohe Shi
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  17. Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction
    NAACL 2025 ·
    Lu Yang
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  18. MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation
    ICCV 2025 ·
    Fu Rong
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  19. Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
    NeurIPS 2025 ·
    Anke Tang
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  20. Multimodal Decomposed Distillation with Instance Alignment and Uncertainty Compensation for Thermal Object Detection
    ACM MM 2025 ·
    Yanfeng Liu
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  21. NOTA: Multimodal Music Notation Understanding for Visual Large Language Model
    NAACL 2025 ·
    Mingni Tang
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  22. ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation
    AAAI 2025 ·
    Liang Lv
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  23. Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models
    ACL 2025 ·
    Zihong Zhang
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  24. SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away
    AAAI 2025 ·
    Jiliang Hu
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  25. Spatial-Spectral Similarity-Guided Fusion Network for Pansharpening
    IJCAI 2025 ·
    Jiazhuang Xiong
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  26. SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers
    ACL 2025 ·
    Zicong Tang
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  27. The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking
    ICML 2025 ·
    Yuchun Miao
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  28. ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
    EMNLP 2025 ·
    Jiani Guo
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  29. What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
    ICML 2025 ·
    Zuchao Li
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  30. A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
    ECAI 2024 ·
    Xiangke Zeng
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  31. A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis
    AAAI 2024 ·
    Tianshuo Peng
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  32. Driving Scene Understanding with Traffic Scene-Assisted Topology Graph Transformer
    ACM MM 2024 ·
    Fu Rong
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  33. Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting
    IJCAI 2024 ·
    Muqi Huang
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  34. InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
    NeurIPS 2024 ·
    Yuchun Miao
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  35. MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation
    MICCAI 2024 ·
    Xu Zhang
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  36. MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
    NeurIPS 2024 ·
    Song Ouyang
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  37. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
    ICML 2024 ·
    Anke Tang
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  38. Multi-modal Auto-regressive Modeling via Visual Tokens
    ACM MM 2024 ·
    Tianshuo Peng
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  39. Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
    NeurIPS 2024 ·
    Luohe Shi
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  40. Sparse is Enough in Fine-tuning Pre-trained Large Language Models
    ICML 2024 ·
    Weixi Song
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  41. VHASR: A Multimodal Speech Recognition System With Vision Hotwords
    EMNLP 2024 ·
    Jiliang Hu
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