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Liu Liu

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

Achievements

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+13 more ↓ 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🌍 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) ACL (3) ICLR (3) WACV (3) IJCAI (2) AISTATS (1)

Research topics

Papers

SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026 Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ACL 2026 MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes AAAI 2026 CrystalDiT: Simple Diffusion Transformers for Crystal Generation AAAI 2026 START: Spatial and Textual Learning for Chart Understanding WACV 2026 IGFuse: Interactive 3D Gaussian Scene Reconstruction via Multi-Scans Fusion AAAI 2026 Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026 Remodeling Semantic Relationships in Vision-Language Fine-Tuning AAAI 2026 FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence AAAI 2026 Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples ICML 2025 Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment IJCAI 2025 Test-time Adapted Reinforcement Learning with Action Entropy Regularization 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 DynFocus: Dynamic Cooperative Network Empowers LLMs with Video 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 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 Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution ICLR 2024 Event Camera Data Dense Pre-training ECCV 2024 Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024 KPA-Tracker: Towards Robust and Real-Time Category-Level Articulated Object 6D Pose Tracking AAAI 2024 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023 Event Camera Data Pre-training ICCV 2023 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023 BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion ICLR 2023 K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring CVPR 2023 Online Continual Learning with Contrastive Vision Transformer ECCV 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 Transcribing Natural Languages for the Deaf via Neural Editing Programs AAAI 2022 UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022 Balancing Stability and Plasticity through Advanced Null Space in Continual Learning ECCV 2022 Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer CVPR 2022 Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits NIPS 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 Learning Object Placement via Dual-Path Graph Completion ECCV 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 Robust compressed sensing using generative models NIPS 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 Optimal Feature Transport for Cross-View Image Geo-Localization AAAI 2020 High Dimensional Robust Sparse Regression AISTATS 2020 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 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 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 Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ICCV 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