← Authors

Xiaodan Liang

230 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (197) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (10) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (10) 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (61) πŸ† Grand Slam πŸ‘₯ Mega-Team (30) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (37) 🧬 Topic Evolution πŸ† Keyword Champion (4) ❓ The Questioner πŸ’Ž Century Club (227) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (788) ⚑ Prolific Year (30)

Conferences

CVPR (55) ICCV (36) AAAI (28) NIPS (25) ECCV (18) ICLR (17) ACL (15) EMNLP (15) NAACL (6) ICML (5) IJCNLP (4) IJCAI (3) WACV (2) JMLR (1)

Top co-authors

Hang Xu (61) Liang Lin (52) Zhenguo Li (30) Xiaojun Chang (27) Jianhua Han (22) Wei Zhang (21) Zhiting Hu (16) Eric P. Xing (14) Yi Zhu (14) Guangrun Wang (14)

Keywords

object detection (21) semantic segmentation (18) large language model (15) neural architecture search (14) contrastive learning (13) graph neural network (11) vision-language navigation (11) transfer learning (11) vision-language model (10) image generation (9) reinforcement learning (9) knowledge graph (9) zero-shot learning (9) knowledge distillation (9) generative adversarial network (8) text generation (8) multimodal learning (8) self-supervised learning (8) diffusion model (8) convolutional neural network (7)

Papers

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
β€œMy nose is running.” β€œAre 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