Xiaodan Liang

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 X-SAM: From Segment Anything to Any Segmentation AAAI 2026 Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026 Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models WACV 2025 DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception WACV 2025 CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models ICLR 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving AAAI 2025 MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval AAAI 2025 DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder AAAI 2025 RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025 RoboPearls: Editable Video Simulation for Robot Manipulation ICCV 2025 A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation ICCV 2025 RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving ICCV 2025 OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling ICLR 2025 UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting ICLR 2025 ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research ACL 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions CVPR 2025 RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation CVPR 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025 FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model CVPR 2025 Structured Preference Optimization for Vision-Language Long-Horizon Task Planning EMNLP 2025 Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025 DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation NAACL 2025 S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking ICML 2025 GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion ICLR 2025 Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes ICLR 2025 PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task ICLR 2025 AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024 LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model ECCV 2024 Learning with Counterfactual Explanations for Radiology Report Generation ECCV 2024 Making Large Language Models Better Planners with Reasoning-Decision Alignment ECCV 2024 HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance ECCV 2024 GarmentAligner: Text-to-Garment Generation via Retrieval-augmented Multi-level Corrections ECCV 2024 Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars NIPS 2024 VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation NIPS 2024 PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation NIPS 2024 FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving NIPS 2024 Proving Theorems Recursively NIPS 2024 Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024 3D Visibility-Aware Generalizable Neural Radiance Fields for Interacting Hands AAAI 2024 Monocular 3D Hand Mesh Recovery via Dual Noise Estimation AAAI 2024 PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping AAAI 2024 Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model AAAI 2024 ATG: Benchmarking Automated Theorem Generation for Generative Language Models NAACL 2024 MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ACL 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models ACL 2024 RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024 CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation ACL 2024 MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data ICLR 2024 LEGO-Prover: Neural Theorem Proving with Growing Libraries ICLR 2024 Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction ICLR 2024 DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning ICLR 2024 Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models CVPR 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024 AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024 MLP Can Be A Good Transformer Learner CVPR 2024 Learning To Segment Every Referring Object Point by Point CVPR 2023 Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving CVPR 2023 GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CapDet: Unifying Dense Captioning and Open-World Detection Pretraining CVPR 2023 RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments NIPS 2023 Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images ICCV 2023 LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts ICCV 2023 DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment ICCV 2023 FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration ICCV 2023 Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation AAAI 2023 Erratum to: 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation AAAI 2023 GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023 DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability ICCV 2023 MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation ICCV 2023 Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation AAAI 2023 NLIP: Noise-Robust Language-Image Pre-training AAAI 2023 CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation ICCV 2023 Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos ICCV 2023 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning ICLR 2023 ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency ICLR 2023 Composable Text Controls in Latent Space with ODEs EMNLP 2023 Vision Language Navigation with Knowledge-driven Environmental Dreamer IJCAI 2023 MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library JMLR 2023 DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment CVPR 2023 TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP 2023 DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023 AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022 Contrastive Instruction-Trajectory Learning for Vision-Language Navigation AAAI 2022 Laneformer: Object-Aware Row-Column Transformers for Lane Detection AAAI 2022 Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ICML 2022 “My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics IJCAI 2022 Unbiased Math Word Problems Benchmark for Mitigating Solving Bias NAACL 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning NIPS 2022 Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022 UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022 MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022 RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022 Revisiting Over-smoothing in BERT from the Perspective of Graph ICLR 2022 FILIP: Fine-grained Interactive Language-Image Pre-Training ICLR 2022 Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NIPS 2022 Structure-Preserving 3D Garment Modeling with Neural Sewing Machines NIPS 2022 CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation NIPS 2022 CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving ECCV 2022 SiRi: A Simple Selective Retraining Mechanism for Transformer-Based Visual Grounding ECCV 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 Open-World Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding ECCV 2022 DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NIPS 2022 Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism CVPR 2022 Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation CVPR 2022 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022 Dressing in the Wild by Watching Dance Videos CVPR 2022 Knowledge Distillation via the Target-Aware Transformer CVPR 2022 Beyond Fixation: Dynamic Window Visual Transformer CVPR 2022 ADAPT: Vision-Language Navigation With Modality-Aligned Action Prompts CVPR 2022 Automated Progressive Learning for Efficient Training of Vision Transformers CVPR 2022 M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022 BodyGAN: General-Purpose Controllable Neural Human Body Generation CVPR 2022 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021 Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN NIPS 2021 Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation AAAI 2021 REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement AAAI 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021 Towards Quantifiable Dialogue Coherence Evaluation ACL 2021 Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021 Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning ACL 2021 GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning ACL 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 Dynamic Slimmable Network CVPR 2021 SOON: Scenario Oriented Object Navigation With Graph-Based Exploration CVPR 2021 EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021 Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021 M3D-VTON: A Monocular-to-3D Virtual Try-On Network ICCV 2021 UltraPose: Synthesizing Dense Pose With 1 Billion Points by Human-Body Decoupling 3D Model ICCV 2021 Voxel Transformer for 3D Object Detection ICCV 2021 Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021 Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation ICCV 2021 Vision-Language Navigation With Random Environmental Mixup ICCV 2021 Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering ICCV 2021 BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search ICCV 2021 NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021 Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021 Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection ICCV 2021 Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation ICCV 2021 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search ICLR 2021 UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers ICLR 2021 SparseBERT: Rethinking the Importance Analysis in Self-attention ICML 2021 Towards Quantifiable Dialogue Coherence Evaluation IJCNLP 2021 Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks IJCNLP 2021 Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning IJCNLP 2021 GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning IJCNLP 2021 DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021 CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending ECCV 2020 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems EMNLP 2020 GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems EMNLP 2020 A Data-Centric Framework for Composable NLP Workflows EMNLP 2020 Data-to-Text Generation with Style Imitation EMNLP 2020 Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation NIPS 2020 Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NIPS 2020 Fashion Editing With Adversarial Parsing Learning CVPR 2020 Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation CVPR 2020 AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep Learning NIPS 2020 Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN AAAI 2020 ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection AAAI 2020 Bidirectional Graph Reasoning Network for Panoptic Segmentation CVPR 2020 Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation AAAI 2020 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 SP-NAS: Serial-to-Parallel Backbone Search for Object Detection CVPR 2020 Vision-Dialog Navigation by Exploring Cross-Modal Memory CVPR 2020 SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020 CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search ECCV 2020 Learning Personalized Modular Network Guided by Structured Knowledge CVPR 2019 Graphonomy: Universal Human Parsing via Graph Transfer Learning CVPR 2019 Heterogeneous Graph Learning for Visual Commonsense Reasoning NIPS 2019 Towards Multi-Pose Guided Virtual Try-On Network ICCV 2019 Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ICCV 2019 End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis AAAI 2019 Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection CVPR 2019 Layout-Graph Reasoning for Fashion Landmark Detection CVPR 2019 Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks CVPR 2019 Target-Guided Open-Domain Conversation ACL 2019 Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL 2019 Rethinking Knowledge Graph Propagation for Zero-Shot Learning CVPR 2019 Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification ICCV 2019 AutoLoss: Learning Discrete Schedule for Alternate Optimization ICLR 2019 Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching ICML 2019 Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation AAAI 2019 FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On ICCV 2019 Spatial-Aware Graph Relation Network for Large-Scale Object Detection CVPR 2019 A Modulation Module for Multi-task Learning with Applications in Image Retrieval ECCV 2018 Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Visual Question Reasoning on General Dependency Tree CVPR 2018 Dynamic-Structured Semantic Propagation Network CVPR 2018 Instance-level Human Parsing via Part Grouping Network ECCV 2018 Generative Semantic Manipulation with Mask-Contrasting GAN ECCV 2018 Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV 2018 Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018 RCAA: Relational Context-Aware Agents for Person Search ECCV 2018 Adversarial Geometry-Aware Human Motion Prediction ECCV 2018 Real-to-Virtual Domain Unification for End-to-End Autonomous Driving ECCV 2018 CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving ECCV 2018 Deep Generative Models with Learnable Knowledge Constraints NIPS 2018 Symbolic Graph Reasoning Meets Convolutions NIPS 2018 Hybrid Knowledge Routed Modules for Large-scale Object Detection NIPS 2018 Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis NIPS 2018 Perceptual Generative Adversarial Networks for Small Object Detection CVPR 2017 Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection ICCV 2017 Recurrent Topic-Transition GAN for Visual Paragraph Generation ICCV 2017 Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning ICCV 2017 Structured Generative Adversarial Networks NIPS 2017 Object Region Mining With Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach CVPR 2017 Dual Motion GAN for Future-Flow Embedded Video Prediction ICCV 2017 Interpretable Structure-Evolving LSTM CVPR 2017 Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing CVPR 2017 Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR 2017 Recurrent 3D Pose Sequence Machines CVPR 2017 Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR 2017 Toward Controlled Generation of Text ICML 2017 Tree-Structured Reinforcement Learning for Sequential Object Localization NIPS 2016 Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 2016 Semantic Object Parsing With Local-Global Long Short-Term Memory CVPR 2016 Geometric Scene Parsing with Hierarchical LSTM IJCAI 2016 Reversible Recursive Instance-Level Object Segmentation CVPR 2016 Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015 Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection ICCV 2015 Human Parsing With Contextualized Convolutional Neural Network ICCV 2015