← Authors

Houqiang Li

142 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (11) 🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🏠 Conference Loyalist (23) πŸ”¬ Deep Specialist (22) πŸ† Grand Slam πŸ† Keyword Champion (6) 🀝 Dynamic Duo (86) πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (582) πŸ’Ž Century Club (140) ❓ The Questioner πŸš€ Conference Pioneer ⚑ Prolific Year (10) πŸ”₯ Unstoppable (12) πŸ“ˆ Trend Setter

Conferences

CVPR (41) AAAI (25) ICCV (17) NIPS (12) ICLR (9) ECCV (8) ACL (7) IJCAI (7) ICML (6) EMNLP (5) COLING (2) ACML (1) IJCNLP (1) UAI (1)

Top co-authors

Wengang Zhou (88) Jiajun Deng (14) Jianmin Bao (11) Min Wang (11) Qi Tian (10) Hezhen Hu (8) Dong Chen (8) Bin Li (8) Jie Wang (7) Xu Shen (7)

Research topics

Core AI (1)

Keywords

representation learning (16) contrastive learning (8) semantic segmentation (7) video understanding (7) transfer learning (7) feature representation (6) sign language recognition (6) knowledge distillation (6) reinforcement learning (5) domain adaptation (5) weakly supervised learning (5) object detection (5) semi-supervised learning (5) zero-shot learning (5) self-supervised learning (5) metric learning (5) multi-agent reinforcement learning (5) image generation (5) model compression (5) unsupervised learning (5)

Papers

Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026
DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models AAAI 2025
TinySAM: Pushing the Envelope for Efficient Segment Anything Model AAAI 2025
Towards Practical Real-Time Neural Video Compression CVPR 2025
Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025
S3R-GS: Streamlining the Pipeline for Large-Scale Street Scene Reconstruction ICCV 2025
Controllable Style Arithmetic with Language Models ACL 2025
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models CVPR 2025
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection IJCAI 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025
Robust Multimodal Large Language Models Against Modality Conflict ICML 2025
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion CVPR 2025
Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters CVPR 2025
EG4D: Explicit Generation of 4D Object without Score Distillation ICLR 2025
SmartEraser: Remove Anything from Images using Masked-Region Guidance CVPR 2025
Uni-Sign: Toward Unified Sign Language Understanding at Scale ICLR 2025
Active Perception Meets Rule-Guided RL: A Two-Phase Approach for Precise Object Navigation in Complex Environments ICCV 2025
Instance-aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation CVPR 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
Learning Label Dependencies for Visual Information Extraction IJCAI 2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024
Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval ICLR 2024
Revisiting Open-Set Panoptic Segmentation AAAI 2024
KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding AAAI 2024
SUF: Stabilized Unconstrained Fine-Tuning for Offline-to-Online Reinforcement Learning AAAI 2024
Semi-Supervised Spoken Language Glossification ACL 2024
Sinkhorn Distance Minimization for Knowledge Distillation COLING 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024
Long-term Temporal Context Gathering for Neural Video Compression ECCV 2024
Forest2Seq: Revitalizing Order Prior for Sequential Indoor Scene Synthesis ECCV 2024
Generative Latent Coding for Ultra-Low Bitrate Image Compression CVPR 2024
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks CVPR 2024
Hybrid and Collaborative Passage Reranking ACL 2023
Hierarchical Multi-Agent Skill Discovery NIPS 2023
MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning IJCAI 2023
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NIPS 2023
Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023
Human Pose As Compositional Tokens CVPR 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Asymmetric Feature Fusion for Image Retrieval CVPR 2023
Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection ICCV 2023
Masked Motion Predictors are Strong 3D Action Representation Learners ICCV 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-Adaptive Semantic Segmentation ICCV 2023
SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023
DIRE for Diffusion-Generated Image Detection ICCV 2023
Sign Language Translation with Iterative Prototype ICCV 2023
Multi-Agent First Order Constrained Optimization in Policy Space NIPS 2023
AltFreezing for More General Video Face Forgery Detection CVPR 2023
Learning robust representation for reinforcement learning with distractions by reward sequence prediction UAI 2023
Making Better Decision by Directly Planning in Continuous Control ICLR 2023
Low-Light Video Enhancement with Synthetic Event Guidance AAAI 2023
BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization AAAI 2023
HandNeRF: Neural Radiance Fields for Animatable Interacting Hands CVPR 2023
Motion Information Propagation for Neural Video Compression CVPR 2023
State Sequences Prediction via Fourier Transform for Representation Learning NIPS 2023
$\mathcal{O}$-GNN: incorporating ring priors into molecular modeling ICLR 2023
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment ICLR 2023
A General Rank Preserving Framework for Asymmetric Image Retrieval ICLR 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023
TAPE: Task-Agnostic Prior Embedding for Image Restoration ECCV 2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Hand-Object Interaction Image Generation NIPS 2022
Learning Token-Based Representation for Image Retrieval AAAI 2022
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization AAAI 2022
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic AAAI 2022
Uformer: A General U-Shaped Transformer for Image Restoration CVPR 2022
Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022
CMD: Self-Supervised 3D Action Representation Learning with Cross-Modal Mutual Distillation ECCV 2022
CMT: Context-Matching-Guided Transformer for 3D Tracking in Point Clouds ECCV 2022
MVP: Multimodality-Guided Visual Pre-training ECCV 2022
Geometric Representation Learning for Document Image Rectification ECCV 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
Supervised Off-Policy Ranking ICML 2022
Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent ICML 2022
Dual Progressive Prototype Network for Generalized Zero-Shot Learning NIPS 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation IJCNLP 2021
Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding EMNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NIPS 2021
Joint Inductive and Transductive Learning for Video Object Segmentation ICCV 2021
SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition ICCV 2021
Conditional DETR for Fast Training Convergence ICCV 2021
Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ICCV 2021
3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021
Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval ICCV 2021
TransVG: End-to-End Visual Grounding With Transformers ICCV 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021
IOT: Instance-wise Layer Reordering for Transformer Structures ICLR 2021
Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Instance Mining with Class Feature Banks for Weakly Supervised Object Detection AAAI 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Hand-Model-Aware Sign Language Recognition AAAI 2021
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection AAAI 2021
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining ICML 2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NIPS 2021
Improving Sign Language Translation With Monolingual Data by Sign Back-Translation CVPR 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE CVPR 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking CVPR 2021
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021
Model-Aware Gesture-to-Gesture Translation CVPR 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Representing Videos As Discriminative Sub-Graphs for Action Recognition CVPR 2021
Relation-Guided Spatial Attention and Temporal Refinement for Video-Based Person Re-Identification AAAI 2020
Transformation GAN for Unsupervised Image Synthesis and Representation Learning CVPR 2020
M-LVC: Multiple Frames Prediction for Learned Video Compression CVPR 2020
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020
Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method NIPS 2020
Attentive Experience Replay AAAI 2020
Multi-Question Learning for Visual Question Answering AAAI 2020
Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition AAAI 2020
Incorporating BERT into Neural Machine Translation ICLR 2020
POST: POlicy-Based Switch Tracking AAAI 2020
Relation Distillation Networks for Video Object Detection ICCV 2019
Unsupervised Deep Tracking CVPR 2019
Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation IJCAI 2019
Quantization Networks CVPR 2019
Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019
Spatial and Temporal Mutual Promotion for Video-Based Person Re-Identification AAAI 2019
Improving Deep Neural Network Sparsity through Decorrelation Regularization IJCAI 2018
Affinity Derivation and Graph Merge for Instance Segmentation ECCV 2018
Multi-Cue Correlation Filters for Robust Visual Tracking CVPR 2018
Feature Selective Networks for Object Detection CVPR 2018
Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition IJCAI 2018
Towards Open-Set Identity Preserving Face Synthesis CVPR 2018
CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV 2017
Video Captioning With Transferred Semantic Attributes CVPR 2017
Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016
Learning Deep Intrinsic Video Representation by Exploring Temporal Coherence and Graph Structure IJCAI 2016
Jointly Modeling Embedding and Translation to Bridge Video and Language CVPR 2016
Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015
SOM: Semantic Obviousness Metric for Image Quality Assessment CVPR 2015
Separable Kernel for Image Deblurring CVPR 2014