← Authors

Fan Zhang

100 papers · 2011–2026 · 17 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸƒ Academic Marathon (14) 🌍 Conference Polyglot (17) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (16) 🌟 Keyword Trendsetter Combo (4) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (22) πŸ“ˆ Trend Setter ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (441) πŸ’Ž Century Club (92) πŸ”₯ Unstoppable (15)

Conferences

CVPR (18) AAAI (15) ICCV (10) ACL (8) NIPS (7) NAACL (7) IJCAI (7) EMNLP (6) ICLR (4) ECCV (3) IJCNLP (3) WACV (3) ICML (2) MICCAI (2) COLING (2) SEMEVAL (2) ACML (1)

Top co-authors

David Bull (12) Ge Gao (5) Wei Hu (5) Xian Wu (5) Zhihong Zhu (5) Yujin Wang (5) Xinlong Wang (5) Tianfan Xue (5) Yunyan Zhang (4) Weidong Cai (4)

Research topics

Analysis (1) Digital Humanities (1)

Keywords

multimodal learning (8) large language model (6) implicit neural representation (5) knowledge distillation (4) semi-supervised learning (4) attention mechanism (4) reinforcement learning (3) video compression (3) representation learning (3) domain adaptation (3) generative model (3) vision language model (3) transformer architecture (3) neural machine translation (3) semantic segmentation (3) depth estimation (3) benchmark evaluation (3) diffusion model (3) knowledge transfer (2) contrastive learning (2)

Papers

MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026
SΒ³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection AAAI 2026
CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026
IdealTSF: Can Non-Ideal Data Contribute to Enhancing the Performance of Time Series Forecasting Models? AAAI 2026
DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation AAAI 2026
Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026
SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition AAAI 2026
Resilient UAV Swarm with Fast Connectivity Recovery and Extensive Coverage AAAI 2026
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025
Minimal Evidence Group Identification for Claim Verification NAACL 2025
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation EMNLP 2025
A Generative Framework for Personalized Sticker Retrieval EMNLP 2025
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025
HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly ICCV 2025
A Survey on Foundation Language Models for Single-cell Biology ACL 2025
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025
Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models ACL 2025
IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit ACL 2025
AdaptiveAE: An Adaptive Exposure Strategy for HDR Capturing in Dynamic Scenes ICCV 2025
UW-GS: Distractor-Aware 3D Gaussian Splatting for Enhanced Underwater Scene Reconstruction WACV 2025
MVAD: A Multiple Visual Artifact Detector for Video Streaming WACV 2025
GIViC: Generative Implicit Video Compression ICCV 2025
OneGT: One-Shot Geometry-Texture Neural Rendering for Head Avatars ICCV 2025
GauUpdate: New Object Insertion in 3D Gaussian Fields with Consistent Global Illumination ICCV 2025
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection MICCAI 2025
Blind Video Super-Resolution based on Implicit Kernels ICCV 2025
Diffusion Feedback Helps CLIP See Better ICLR 2025
Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025
PNVC: Towards Practical INR-based Video Compression AAAI 2025
SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation AAAI 2025
HOT3D: Hand and Object Tracking in 3D from Egocentric Multi-View Videos CVPR 2025
Subspace Constraint and Contribution Estimation for Heterogeneous Federated Learning CVPR 2025
HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution CVPR 2025
UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion CVPR 2025
Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation MICCAI 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NIPS 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection NIPS 2024
NVRC: Neural Video Representation Compression NIPS 2024
LDMVFI: Video Frame Interpolation with Latent Diffusion Models AAAI 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models CVPR 2024
CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024
Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval CVPR 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution ECCV 2024
DualDn: Dual-domain Denoising via Differentiable ISP ECCV 2024
Echoes of the Past: Boosting Long-tail Recognition via Reflective Learning ECCV 2024
RankDVQA: Deep VQA Based on Ranking-Inspired Hybrid Training WACV 2024
Emu: Generative Pretraining in Multimodality ICLR 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NIPS 2024
Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy NAACL 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023
HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation NIPS 2023
TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology ACML 2023
Learning Rain Location Prior for Nighttime Deraining ICCV 2023
Can Graph Neural Networks Learn to Solve the MaxSAT Problem? (Student Abstract) AAAI 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer ICLR 2023
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction ICML 2023
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation CVPR 2022
LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022
Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ACL 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection NAACL 2021
Learning Temporal Consistency for Low Light Video Enhancement From Single Images CVPR 2021
Individually Fair Gradient Boosting ICLR 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation IJCNLP 2021
Accelerating Neural Machine Translation with Partial Word Embedding Compression AAAI 2021
Distributionally Robust Local Non-parametric Conditional Estimation NIPS 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020
Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020
Noise-Tolerant Paradigm for Training Face Recognition CNNs CVPR 2019
Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019
Pivotal Relationship Identification: The K-Truss Minimization Problem IJCAI 2019
K-Core Maximization: An Edge Addition Approach IJCAI 2019
Approximating Integer Solution Counting via Space Quantification for Linear Constraints IJCAI 2019
Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion IJCAI 2019
ACFNet: Attentional Class Feature Network for Semantic Segmentation ICCV 2019
High-Speed Tracking With Multi-Kernel Correlation Filters CVPR 2018
A Corpus of Annotated Revisions for Studying Argumentative Writing ACL 2017
Locally-Transferred Fisher Vectors for Texture Classification ICCV 2017
Inferring Discourse Relations from PDTB-style Discourse Labels for Argumentative Revision Classification COLING 2016
Using Context to Predict the Purpose of Argumentative Writing Revisions NAACL 2016
ArgRewrite: A Web-based Revision Assistant for Argumentative Writings NAACL 2016
Annotation and Classification of an Email Importance Corpus IJCNLP 2015
Peking: Building Semantic Dependency Graphs with a Hybrid Parser SEMEVAL 2015
Fusing Subcategory Probabilities for Texture Classification CVPR 2015
Casual Stereoscopic Panorama Stitching CVPR 2015
Annotation and Classification of an Email Importance Corpus ACL 2015
Peking: Profiling Syntactic Tree Parsing Techniques for Semantic Graph Parsing SEMEVAL 2014
Parallax-tolerant Image Stitching CVPR 2014
WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction IJCNLP 2013
SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization COLING 2012
Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining ACL 2011