Junliang Xing

Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation AAAI 2026 MARPO: A Reflective Policy Optimization for Multi-Agent Reinforcement Learning AAAI 2026 Deep (Predictive) Discounted Counterfactual Regret Minimization AAAI 2026 Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment ICCV 2025 GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025 Dynamic Dictionary Learning for Remote Sensing Image Segmentation ICCV 2025 Habitizing Diffusion Planning for Efficient and Effective Decision Making ICML 2025 Multi-View 3D Human Pose Estimation with Weakly Synchronized Images AAAI 2025 Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025 An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement ICML 2025 Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning ICML 2025 Minimal Impact ControlNet: Advancing Multi-ControlNet Integration ICLR 2025 BodyGen: Advancing Towards Efficient Embodiment Co-Design ICLR 2025 Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning ICLR 2025 StickMotion: Generating 3D Human Motions by Drawing a Stickman CVPR 2025 PAE: Reinforcement Learning from External Knowledge for Efficient Exploration ICLR 2024 Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models ICLR 2024 Dynamic Discounted Counterfactual Regret Minimization ICLR 2024 Reflective Policy Optimization ICML 2024 SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement CVPR 2024 Towards Offline Opponent Modeling with In-context Learning ICLR 2024 Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance NIPS 2024 Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent IJCAI 2024 Unified Single-Stage Transformer Network for Efficient RGB-T Tracking IJCAI 2024 DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving CVPR 2024 Opponent Modeling with In-context Search NIPS 2024 Dual Critic Reinforcement Learning under Partial Observability NIPS 2024 Advancing Video Synchronization with Fractional Frame Analysis: Introducing a Novel Dataset and Model AAAI 2024 Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing AAAI 2024 SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation ICML 2023 Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning NIPS 2023 Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022 AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning AAAI 2022 AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms AAAI 2022 Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game ICLR 2022 Exploration via State influence Modeling AAAI 2021 RDSNet: A New Deep Architecture forReciprocal Object Detection and Instance Segmentation AAAI 2020 Hybrid Learning for Multi-agent Cooperation with Sub-optimal Demonstrations IJCAI 2020 PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes AAAI 2020 Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition CVPR 2020 Relational Learning for Joint Head and Human Detection AAAI 2020 Domain Adaptive Attention Learning for Unsupervised Person Re-Identification AAAI 2020 Potential Driven Reinforcement Learning for Hard Exploration Tasks IJCAI 2020 Selective Refinement Network for High Performance Face Detection AAAI 2019 SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019 Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019 Multi-Prototype Networks for Unconstrained Set-based Face Recognition IJCAI 2019 Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR 2018 Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018 Visual Tracking via Spatially Aligned Correlation Filters Network ECCV 2018 Pose Partition Networks for Multi-Person Pose Estimation ECCV 2018 ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection ACML 2018 3D-Aided Deep Pose-Invariant Face Recognition IJCAI 2018 Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking IJCAI 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR 2017 View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data ICCV 2017 Pose-Driven Deep Convolutional Model for Person Re-Identification ICCV 2017 Human Pose Estimation Using Global and Local Normalization ICCV 2017 Robust Object Tracking Based on Temporal and Spatial Deep Networks ICCV 2017 Tensor Power Iteration for Multi-Graph Matching CVPR 2016 Local Subspace Collaborative Tracking ICCV 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014 Multi-target Tracking with Motion Context in Tensor Power Iteration CVPR 2014 Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013 Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement ICCV 2013