← Authors

Liu Liu

72 papers · 2010–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (16) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution 🌱 Topic Pioneer πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (298) πŸ“ˆ Trend Setter πŸ’Ž Century Club (65) πŸ”₯ Unstoppable (10) ⚑ Prolific Year (6)

Conferences

AAAI (18) CVPR (14) NIPS (9) ECCV (6) ICCV (5) INTERSPEECH (5) ICML (4) ICLR (3) WACV (3) ACL (2) IJCAI (2) AISTATS (1)

Top co-authors

Dacheng Tao (9) Hongdong Li (9) Liyuan Pan (8) Peilin Zhao (8) Li Zhang (8) Zhen Wang (6) yan yang (6) Rujing Wang (5) Huibin Lin (5) Yan Zhong (5)

Research topics

Deep Learning (1)

Keywords

point cloud (8) pose estimation (7) convolutional neural network (5) articulated object (5) representation learning (5) domain adaptation (5) neural network (4) metric learning (4) multimodal learning (4) attention mechanism (4) self-supervised learning (4) deep neural network (4) category-level pose (3) foundation model (3) continual learning (3) contrastive learning (3) speaker verification (3) generative model (3) knowledge distillation (2) catastrophic forgetting (2)

Papers

SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026
FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence AAAI 2026
MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes AAAI 2026
CrystalDiT: Simple Diffusion Transformers for Crystal Generation AAAI 2026
IGFuse: Interactive 3D Gaussian Scene Reconstruction via Multi-Scans Fusion AAAI 2026
START: Spatial and Textual Learning for Chart Understanding WACV 2026
Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026
Remodeling Semantic Relationships in Vision-Language Fine-Tuning AAAI 2026
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
Test-time Adapted Reinforcement Learning with Action Entropy Regularization ICML 2025
Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples ICML 2025
HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025
R^2-Art: Category-Level Articulation Pose Estimation from Single RGB Image via Cascade Render Strategy AAAI 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025
EZSR: Event-based Zero-Shot Recognition CVPR 2025
GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025
GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction CVPR 2025
Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025
Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment IJCAI 2025
U-COPE: Taking a Further Step to Universal 9D Category-level Object Pose Estimation ECCV 2024
Rethinking 3D Convolution in $\ell_p$-norm Space NIPS 2024
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation NIPS 2024
KPA-Tracker: Towards Robust and Real-Time Category-Level Articulated Object 6D Pose Tracking AAAI 2024
Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024
Event Camera Data Dense Pre-training ECCV 2024
Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution ICLR 2024
Event Camera Data Pre-training ICCV 2023
Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023
K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring CVPR 2023
BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion ICLR 2023
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023
Transcribing Natural Languages for the Deaf via Neural Editing Programs AAAI 2022
Online Continual Learning with Contrastive Vision Transformer ECCV 2022
Learning Object Placement via Dual-Path Graph Completion ECCV 2022
Balancing Stability and Plasticity through Advanced Null Space in Continual Learning ECCV 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits NIPS 2022
Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer CVPR 2022
OakInk: A Large-Scale Knowledge Repository for Understanding Hand-Object Interaction CVPR 2022
Continual Learning With Lifelong Vision Transformer CVPR 2022
AKB-48: A Real-World Articulated Object Knowledge Base CVPR 2022
Biomass Prediction With 3D Point Clouds From LiDAR WACV 2022
Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation AAAI 2022
Channelized Axial Attention – considering Channel Relation within Spatial Attention for Semantic Segmentation AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Adaptive Curriculum Learning ICCV 2021
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels NIPS 2021
Weak-shot Fine-grained Classification via Similarity Transfer NIPS 2021
Activity Image-to-Video Retrieval by Disentangling Appearance and Motion AAAI 2021
Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021
PluckerNet: Learn To Register 3D Line Reconstructions CVPR 2021
Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving CVPR 2020
Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization ECCV 2020
Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution CVPR 2020
DoveNet: Deep Image Harmonization via Domain Verification CVPR 2020
Robust compressed sensing using generative models NIPS 2020
Optimal Feature Transport for Cross-View Image Geo-Localization AAAI 2020
High Dimensional Robust Sparse Regression AISTATS 2020
Deep Streaming Label Learning ICML 2020
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization NIPS 2019
Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ICCV 2019
Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation INTERSPEECH 2019
End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network INTERSPEECH 2019
Lending Orientation to Neural Networks for Cross-View Geo-Localization CVPR 2019
Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings INTERSPEECH 2018
Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification INTERSPEECH 2018
Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings INTERSPEECH 2018
Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map ICCV 2017
Efficient Relational Learning with Hidden Variable Detection NIPS 2010