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Jie Xu

60 papers · 2017–2026 · 16 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (16)
πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (19) 🀝 Dynamic Duo (10) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (13) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (245) πŸ’Ž Century Club (54)

Conferences

AAAI (15) ICCV (8) NIPS (7) CORL (5) IJCAI (5) EMNLP (3) ICLR (3) RSS (3) ACL (2) CVPR (2) ICML (2) AISTATS (1) ECCV (1) IJCNLP (1) L4DC (1) NAACL (1)

Research topics

Papers

Mamba-Driven Multi-View Discriminative Clustering via Global-Local Cross-View Sequence Modeling AAAI 2026 Views Attention Fusion of Granular-ball Fuzzy Representations Split for Improved Multi-view Clustering AAAI 2026 FedALT: Federated Fine-Tuning Through Adaptive Local Training with Rest-of-World LoRA AAAI 2026 Graph Smoothing for Enhanced Local Geometry Learning in Point Cloud Analysis AAAI 2026 MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution ACL 2026 Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection AAAI 2026 Graph Embedded Contrastive Learning for Multi-View Clustering IJCAI 2025 Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation ICLR 2025 A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025 Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation ICCV 2025 LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement ICCV 2025 LMEraser: Large Model Unlearning via Adaptive Prompt Tuning AISTATS 2025 RetinexMCNet: A Memory Controller Dominated Network for Low-Light Video Enhancement Based on Retinex ICCV 2025 Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025 BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models AAAI 2025 Incomplete Multi-view Clustering via Diffusion Contrastive Generation AAAI 2025 VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuning CORL 2025 Neural Robot Dynamics CORL 2025 RVT-2: Learning Precise Manipulation from Few Demonstrations RSS 2024 MeMo: Meaningful, Modular Controllers via Noise Injection NIPS 2024 Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views NIPS 2024 Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NIPS 2024 Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024 Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios CVPR 2024 Vision-Language Foundation Models as Effective Robot Imitators ICLR 2024 Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation ICML 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 Signatures meet dynamic programming: Generalizing Bellman equations for trajectory following L4DC 2024 Contrastive Preference Learning for Neural Machine Translation NAACL 2024 AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries RSS 2024 CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network ICCV 2023 OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes ICCV 2023 RVT: Robotic View Transformer for 3D Object Manipulation CORL 2023 Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration NIPS 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 Dual Label-Guided Graph Refinement for Multi-View Graph Clustering AAAI 2023 Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching ECCV 2022 Efficient Tactile Simulation with Differentiability for Robotic Manipulation CORL 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022 ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification AAAI 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Accelerated Policy Learning with Parallel Differentiable Simulation ICLR 2022 A System for General In-Hand Object Re-Orientation CORL 2021 Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots NIPS 2021 Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering ICCV 2021 An End-to-End Differentiable Framework for Contact-Aware Robot Design RSS 2021 Neural Dialogue State Tracking with Temporally Expressive Networks EMNLP 2020 Federated Patient Hashing AAAI 2020 Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020 Parallel Interactive Networks for Multi-Domain Dialogue State Generation EMNLP 2020 Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019 Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework EMNLP 2019 Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees AAAI 2019 Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework IJCNLP 2019 Bilevel Distance Metric Learning for Robust Image Recognition NIPS 2018 Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward NIPS 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Multi-Class Support Vector Machine via Maximizing Multi-Class Margins IJCAI 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017