Fan Wang

Retrieval-driven Reasoning for Deliberative Visual Classification AAAI 2026 Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026 EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion AAAI 2026 Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026 CyC3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization AAAI 2026 KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models ICLR 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 AnimateAnyMesh: A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation ICCV 2025 Efficient Source-free Unlearning via Energy-Guided Data Synthesis and Discrimination-Aware Multitask Optimization ICML 2025 Inference-Time Alignment of Diffusion Models with Direct Noise Optimization ICML 2025 RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation AAAI 2025 LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs ACL 2025 Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation AAAI 2025 DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025 MVGenMaster: Scaling Multi-View Generation from Any Image via 3D Priors Enhanced Diffusion Model CVPR 2025 Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment CVPR 2025 Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025 SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space ICML 2025 Transfer Learning for Nonparametric Contextual Dynamic Pricing ICML 2025 Dynamic Diffusion Transformer ICLR 2025 AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations ICLR 2025 MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences ICLR 2025 RealisHuman: A Two-Stage Approach for Refining Malformed Human Parts in Generated Images AAAI 2025 Flexibly Distilled 3D Rectified Flow with Anatomical Constraints for Developmental Infant Brain MRI Prediction MICCAI 2025 CortexGen: A Geometric Generative Framework for Realistic Cortical Surface Generation Using Latent Flow Matching MICCAI 2025 Controllable Flow Matching for 3D Contrast-Enhanced Brain MRI Synthesis from Non-Contrast Scans MICCAI 2025 MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 Efficient Training of Spiking Neural Networks with Multi-Parallel Implicit Stream Architecture ECCV 2024 DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation ICML 2024 Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning EMNLP 2024 Accelerating Parallel Sampling of Diffusion Models ICML 2024 Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation ICML 2024 Exploring Channel-Aware Typical Features for Out-of-Distribution Detection AAAI 2024 Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach ICLR 2024 BVT-IMA: Binary Vision Transformer with Information-Modified Attention AAAI 2024 Dynamic Token-Pass Transformers for Semantic Segmentation WACV 2024 QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models NSDI 2024 Animate3D: Animating Any 3D Model with Multi-view Video Diffusion NIPS 2024 Weakly Supervised Tooth Instance Segmentation on 3D Dental Models with Multi-Label Learning MICCAI 2024 Towards Graph Neural Networks with Domain-Generalizable Explainability for fMRI-Based Brain Disorder Diagnosis MICCAI 2024 Efficient Cortical Surface Parcellation via Full-Band Diffusion Learning at Individual Space MICCAI 2024 SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models NIPS 2024 MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing NIPS 2024 Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation NIPS 2024 CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer AAAI 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning CVPR 2024 XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold CVPR 2024 Controllable Counterfactual Generation for Interpretable Medical Image Classification MICCAI 2024 Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning IJCAI 2024 SC4D: Sparse-Controlled Video-to-4D Generation and Motion Transfer ECCV 2024 VCD-Texture: Variance Alignment based 3D-2D Co-Denoising for Text-Guided Texturing ECCV 2024 Leveraging Imperfect Restoration for Data Availability Attack ECCV 2024 Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023 Data Pruning via Moving-one-Sample-out NIPS 2023 SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting AAAI 2023 Head-Free Lightweight Semantic Segmentation with Linear Transformer AAAI 2023 Frequency Domain Disentanglement for Arbitrary Neural Style Transfer AAAI 2023 Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation AAAI 2023 Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling ACL 2023 Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023 Efficient Mask Correction for Click-Based Interactive Image Segmentation CVPR 2023 A Practical Upper Bound for the Worst-Case Attribution Deviations CVPR 2023 Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation CVPR 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023 Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 NIKI: Neural Inverse Kinematics With Invertible Neural Networks for 3D Human Pose and Shape Estimation CVPR 2023 Revisiting Vision Transformer from the View of Path Ensemble ICCV 2023 LMSeg: Language-guided Multi-dataset Segmentation ICLR 2023 MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023 Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023 Unstructured Feature Decoupling for Vehicle Re-identification ECCV 2022 Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022 Scaled ReLU Matters for Training Vision Transformers AAAI 2022 Decoupling and Recoupling Spatiotemporal Representation for RGB-D-Based Motion Recognition CVPR 2022 Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection NIPS 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022 Q-TOD: A Query-driven Task-oriented Dialogue System EMNLP 2022 VTC-LFC: Vision Transformer Compression with Low-Frequency Components NIPS 2022 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation ICLR 2022 TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation ECCV 2022 KVT: k-NN Attention for Boosting Vision Transformers ECCV 2022 Exploring Domain-Invariant Parameters for Source Free Domain Adaptation CVPR 2022 EPro-PnP: Generalized End-to-End Probabilistic Perspective-N-Points for Monocular Object Pose Estimation CVPR 2022 HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022 TransReID: Transformer-Based Object Re-Identification ICCV 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Amendable Generation for Dialogue State Tracking EMNLP 2021 PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning IJCNLP 2021 PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning ACL 2021 New Threats against Object Detector with Non-local Block ECCV 2020 PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020 TopoGAN: A Topology-Aware Generative Adversarial Network ECCV 2020 Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019 Probabilistic Deep Ordinal Regression Based on Gaussian Processes ICCV 2019 Robot Packing with Known Items and Nondeterministic Arrival Order RSS 2019 Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019 Learning to Select Knowledge for Response Generation in Dialog Systems IJCAI 2019 Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation CORL 2018 3D-Assisted Feature Synthesis for Novel Views of an Object ICCV 2015 Integrating Dashcam Views Through Inter-Video Mapping ICCV 2015 Unsupervised Multi-Class Joint Image Segmentation CVPR 2014 Image Co-segmentation via Consistent Functional Maps ICCV 2013