Fan Zhang

FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure ACL 2026 TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ACL 2026 FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning ACL 2026 MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026 CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026 S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection 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 MVAD: A Multiple Visual Artifact Detector for Video Streaming WACV 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 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 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 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 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 A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025 GauUpdate: New Object Insertion in 3D Gaussian Fields with Consistent Global Illumination ICCV 2025 OneGT: One-Shot Geometry-Texture Neural Rendering for Head Avatars ICCV 2025 GIViC: Generative Implicit Video Compression ICCV 2025 AdaptiveAE: An Adaptive Exposure Strategy for HDR Capturing in Dynamic Scenes ICCV 2025 HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly ICCV 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 A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection MICCAI 2025 Minimal Evidence Group Identification for Claim Verification NAACL 2025 UW-GS: Distractor-Aware 3D Gaussian Splatting for Enhanced Underwater Scene Reconstruction WACV 2025 Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NIPS 2024 NVRC: Neural Video Representation Compression NIPS 2024 Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024 MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution ECCV 2024 Emu: Generative Pretraining in Multimodality ICLR 2024 AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection NIPS 2024 DualDn: Dual-domain Denoising via Differentiable ISP ECCV 2024 Echoes of the Past: Boosting Long-tail Recognition via Reflective Learning ECCV 2024 CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024 VBench: Comprehensive Benchmark Suite for Video Generative Models CVPR 2024 Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion CVPR 2024 RankDVQA: Deep VQA Based on Ranking-Inspired Hybrid Training WACV 2024 Generative Multimodal Models are In-Context Learners CVPR 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 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024 Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval CVPR 2024 Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024 When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation MICCAI 2024 LDMVFI: Video Frame Interpolation with Latent Diffusion Models AAAI 2024 DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NIPS 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023 HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation NIPS 2023 Learning Rain Location Prior for Nighttime Deraining ICCV 2023 Can Graph Neural Networks Learn to Solve the MaxSAT Problem? (Student Abstract) AAAI 2023 Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 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 TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology ACML 2023 ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation CVPR 2022 Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022 LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022 Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection NAACL 2021 Individually Fair Gradient Boosting ICLR 2021 Accelerating Neural Machine Translation with Partial Word Embedding Compression AAAI 2021 On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation IJCNLP 2021 On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ACL 2021 Learning Temporal Consistency for Low Light Video Enhancement From Single Images CVPR 2021 Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020 Distributionally Robust Local Non-parametric Conditional Estimation NIPS 2020 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020 K-Core Maximization: An Edge Addition Approach IJCAI 2019 Noise-Tolerant Paradigm for Training Face Recognition CNNs CVPR 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 Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019 Pivotal Relationship Identification: The K-Truss Minimization Problem 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 Using Context to Predict the Purpose of Argumentative Writing Revisions NAACL 2016 ArgRewrite: A Web-based Revision Assistant for Argumentative Writings NAACL 2016 Inferring Discourse Relations from PDTB-style Discourse Labels for Argumentative Revision Classification COLING 2016 Annotation and Classification of an Email Importance Corpus IJCNLP 2015 Annotation and Classification of an Email Importance Corpus ACL 2015 Casual Stereoscopic Panorama Stitching CVPR 2015 Fusing Subcategory Probabilities for Texture Classification CVPR 2015 Peking: Building Semantic Dependency Graphs with a Hybrid Parser SEMEVAL 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