← Authors

Dahua Lin

239 papers · 2010–2026 · 16 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (34) 🐝 Cross-Pollinator (5) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (16) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (8) 🏠 Conference Loyalist (31) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (41) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (38) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (29) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (100) πŸš€ Conference Pioneer πŸ’Ž Century Club (237) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter ⚑ Prolific Year (10) ❓ The Questioner (6)

Conferences

CVPR (67) ICCV (34) ECCV (32) NIPS (31) ACL (17) ICLR (15) EMNLP (8) AAAI (7) ICML (7) CORL (6) NAACL (4) IJCAI (3) AISTATS (2) COLING (2) NSDI (2) RSS (2)

Top co-authors

Kai Chen (41) Jiaqi Wang (41) Bo Dai (36) Ziwei Liu (34) Chen Change Loy (23) Tong Wu (22) Jiangmiao Pang (21) Pan Zhang (21) Haodong Duan (20) Xiaoyi Dong (20)

Research topics

Reinforcement Learning (1) Representation (1) Mathematics (1)

Keywords

large language model (34) semantic segmentation (12) object detection (11) multimodal learning (10) benchmark evaluation (9) video understanding (9) scene understanding (9) multi-modal learning (8) reinforcement learning (8) diffusion model (8) evaluation benchmark (7) video generation (7) instruction tuning (7) action recognition (7) generative model (7) convolutional neural network (6) self-supervised learning (6) vision-language model (6) instruction following (6) multimodal large language model (6)

Papers

Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling AAAI 2026
MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy AAAI 2026
HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit RSS 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs ICLR 2025
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025
SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition ACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025
OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025
Consultant Decoding: Yet Another Synergistic Mechanism ACL 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data ICCV 2025
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025
Case2Code: Scalable Synthetic Data for Code Generation COLING 2025
Multi-identity Human Image Animation with Structural Video Diffusion ICCV 2025
Long Context Tuning for Video Generation ICCV 2025
Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography ICCV 2025
MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025
Training Language Models to Critique With Multi-agent Feedback EMNLP 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025
Keyframe-Guided Creative Video Inpainting CVPR 2025
Horizon-GS: Unified 3D Gaussian Splatting for Large-Scale Aerial-to-Ground Scenes CVPR 2025
Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion CVPR 2025
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations ICLR 2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation ICLR 2025
VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025
OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance ICML 2025
VideoRoPE: What Makes for Good Video Rotary Position Embedding? ICML 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs ICCV 2025
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025
X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting ICCV 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025
Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning AAAI 2025
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation ICML 2025
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design ICML 2025
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation ICLR 2025
MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models ICLR 2025
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models ICLR 2025
Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NIPS 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation NIPS 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? NIPS 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NIPS 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations NIPS 2024
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction NIPS 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NIPS 2024
CriticEval: Evaluating Large-scale Language Model as Critic NIPS 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials NIPS 2024
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint NIPS 2024
Lean Workbook: A large-scale Lean problem set formalized from natural language math problems NIPS 2024
Streaming Long Video Understanding with Large Language Models NIPS 2024
Learning H-Infinity Locomotion Control CORL 2024
VLM-Grounder: A VLM Agent for Zero-Shot 3D Visual Grounding CORL 2024
Navigating the OverKill in Large Language Models ACL 2024
ANAH: Analytical Annotation of Hallucinations in Large Language Models ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024
Uncertainty Aware Learning for Language Model Alignment ACL 2024
SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models ACL 2024
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024
Balanced Data Sampling for Language Model Training with Clustering ACL 2024
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting CVPR 2024
GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want CVPR 2024
Cinematic Behavior Transfer via NeRF-based Differentiable Filming CVPR 2024
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models CVPR 2024
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation CVPR 2024
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation CVPR 2024
OneLLM: One Framework to Align All Modalities with Language CVPR 2024
VideoBooth: Diffusion-based Video Generation with Image Prompts CVPR 2024
Towards Text-guided 3D Scene Composition CVPR 2024
Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering CVPR 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024
MMBENCH: Is Your Multi-Modal Model an All-around Player? ECCV 2024
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions ECCV 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image ECCV 2024
PointLLM: Empowering Large Language Models to Understand Point Clouds ECCV 2024
Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose Estimation ECCV 2024
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models ECCV 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective ECCV 2024
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation ECCV 2024
Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs EMNLP 2024
Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia EMNLP 2024
LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction ICLR 2024
Scaling Laws of RoPE-based Extrapolation ICLR 2024
Unified Human-Scene Interaction via Prompted Chain-of-Contacts ICLR 2024
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning ICLR 2024
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion ICLR 2024
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving ICML 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback ICML 2024
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024
Flames: Benchmarking Value Alignment of LLMs in Chinese NAACL 2024
BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024
Characterization of Large Language Model Development in the Datacenter NSDI 2024
Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances NSDI 2024
CLEVA: Chinese Language Models EVAluation Platform EMNLP 2023
Learning Human Dynamics in Autonomous Driving Scenarios ICCV 2023
V3Det: Vast Vocabulary Visual Detection Dataset ICCV 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos ICCV 2023
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation ICCV 2023
Scene as Occupancy ICCV 2023
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-Centric Rendering ICCV 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling ICCV 2023
MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond ICCV 2023
HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE IJCAI 2023
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and Tracking CORL 2023
Grid-Guided Neural Radiance Fields for Large Urban Scenes CVPR 2023
RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction ICLR 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation CVPR 2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models CVPR 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training CVPR 2023
OmniCity: Omnipotent City Understanding With Multi-Level and Multi-View Images CVPR 2023
Multi-Level Logit Distillation CVPR 2023
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars NIPS 2023
Monocular 3D Object Detection with Depth from Motion ECCV 2022
Static and Dynamic Concepts for Self-Supervised Video Representation Learning ECCV 2022
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion ICLR 2022
Audio-Driven Co-Speech Gesture Video Generation NIPS 2022
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant NIPS 2022
Revisiting Skeleton-Based Action Recognition CVPR 2022
SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition CVPR 2022
Towards Diverse and Natural Scene-Aware 3D Human Motion Synthesis CVPR 2022
OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022
TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition CVPR 2022
BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-Scale Scene Rendering ECCV 2022
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
3D Building Reconstruction From Monocular Remote Sensing Images ICCV 2021
BlockPlanner: City Block Generation With Vectorized Graph Representation ICCV 2021
Vision Transformer With Progressive Sampling ICCV 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
Towards Evaluating and Training Verifiably Robust Neural Networks CVPR 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation CVPR 2021
Adversarial Robustness Under Long-Tailed Distribution CVPR 2021
Scene-Aware Generative Network for Human Motion Synthesis CVPR 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis NIPS 2021
Few-Shot Object Detection via Association and DIscrimination NIPS 2021
Visually Informed Binaural Audio Generation without Binaural Audios CVPR 2021
Probabilistic and Geometric Depth: Detecting Objects in Perspective CORL 2021
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion NIPS 2021
Temporal ROI Align for Video Object Recognition AAAI 2021
Joint Semantic-geometric Learning for Polygonal Building Segmentation AAAI 2021
Real or Not Real, that is the Question ICLR 2020
Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds CORL 2020
Learning a Decision Module by Imitating Driver’s Control Behaviors CORL 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation ECCV 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets ECCV 2020
Side-Aware Boundary Localization for More Precise Object Detection ECCV 2020
MovieNet: A Holistic Dataset for Movie Understanding ECCV 2020
A Unified Framework for Shot Type Classification Based on Subject Centric Lens ECCV 2020
Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation ECCV 2020
Online Multi-modal Person Search in Videos ECCV 2020
Motion Guided 3D Pose Estimation from Videos ECCV 2020
Learn to Propagate Reliably on Noisy Affinity Graphs ECCV 2020
Omni-sourced Webly-supervised Learning for Video Recognition ECCV 2020
Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation ECCV 2020
Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations ECCV 2020
FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding CVPR 2020
Self-Supervised Scene De-Occlusion CVPR 2020
Intra- and Inter-Action Understanding via Temporal Action Parsing CVPR 2020
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020
A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation CVPR 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
Open Compound Domain Adaptation CVPR 2020
Prime Sample Attention in Object Detection CVPR 2020
Fastened CROWN: Tightened Neural Network Robustness Certificates AAAI 2020
Libra R-CNN: Towards Balanced Learning for Object Detection CVPR 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Self-Supervised Learning via Conditional Motion Propagation CVPR 2019
Recursive Visual Sound Separation Using Minus-Plus Net ICCV 2019
A Graph-Based Framework to Bridge Movies and Synopses ICCV 2019
Policy Continuation with Hindsight Inverse Dynamics NIPS 2019
Convolutional Sequence Generation for Skeleton-Based Action Synthesis ICCV 2019
CARAFE: Content-Aware ReAssembly of FEatures ICCV 2019
Adapting Object Detectors via Selective Cross-Domain Alignment CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Hybrid Task Cascade for Instance Segmentation CVPR 2019
Region Proposal by Guided Anchoring CVPR 2019
Learning to Cluster Faces on an Affinity Graph CVPR 2019
Online Hyper-Parameter Learning for Auto-Augmentation Strategy ICCV 2019
POPQORN: Quantifying Robustness of Recurrent Neural Networks ICML 2019
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation ECCV 2018
Unifying Identification and Context Learning for Person Recognition CVPR 2018
A Neural Compositional Paradigm for Image Captioning NIPS 2018
Low-Latency Video Semantic Segmentation CVPR 2018
Learning Globally Optimized Object Detector via Policy Gradient CVPR 2018
Recognize Actions by Disentangling Components of Dynamics CVPR 2018
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Trajectory Convolution for Action Recognition NIPS 2018
Person Search in Videos with One Portrait Through Visual and Temporal Links ECCV 2018
Pose Guided Human Video Generation ECCV 2018
Move Forward and Tell: A Progressive Generator of Video Descriptions ECCV 2018
Rethinking the Form of Latent States in Image Captioning ECCV 2018
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries ECCV 2018
Lifelong Learning via Progressive Distillation and Retrospection ECCV 2018
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018
Detecting Visual Relationships With Deep Relational Networks CVPR 2017
Integrating Specialized Classifiers Based on Continuous Time Markov Chain IJCAI 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection CVPR 2017
Discover and Learn New Objects From Documentaries CVPR 2017
Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV 2017
Temporal Action Detection With Structured Segment Networks ICCV 2017
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV 2017
Contrastive Learning for Image Captioning NIPS 2017
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks CVPR 2017
Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data IJCAI 2017
Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015
What are You Talking About? Text-to-Image Coreference CVPR 2014
Visual Semantic Search: Retrieving Videos via Complex Textual Queries CVPR 2014
Holistic Scene Understanding for 3D Object Detection with RGBD Cameras ICCV 2013
Characterizing Layouts of Outdoor Scenes Using Spatial Topic Processes ICCV 2013
Hidden Factor Analysis for Age Invariant Face Recognition ICCV 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
Efficient Sampling from Combinatorial Space via Bridging AISTATS 2012
Construction of Dependent Dirichlet Processes based on Poisson Processes NIPS 2010