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Long Yang

18 papers · 2017–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+4 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (30) 🌍 Conference Polyglot Β· Silver 🐣 Hot Topic Early Bird πŸƒ Academic Marathon Β· Sprint
🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (97)

Venues

AAAI (4) CVPR (3) IJCAI (3) NeurIPS (3) ICML (2) COLT (1) CoRL (1) MICCAI (1)

Top co-authors

Gang Pan (6) Qian Zheng (5) Pengfei Li (3) Jiaming Ji (3) Cong Fang (2) Juntao Dai (2) Chunxia Xiao (2) Zhouchen Lin (2) Yu Zhang (2) Linrui Zhang (2)

Research topics

Reinforcement Learning (11) Machine Learning (10) Methods (10) Optimization & Theory (9) Learning Types (5) Artificial Intelligence (4) Computer Vision (4) Analysis (4) Core AI (4) Deep Learning (3) Robotics (3) Applications (3) Mathematics & Optimization (2) Capabilities (2) Core Methods (2)

Keywords

reinforcement learning (4) policy optimization (4) safe reinforcement learning (4) policy gradient (3) constraint satisfaction (3) iteration complexity (2) temporal difference learning (2) policy evaluation (1) black-box optimization (1) 3d reconstruction (1) robotic manipulation (1) variational inference (1) pose estimation (1) convex optimization (1) trajectory prediction (1) sample efficiency (1) sample complexity (1) function approximation (1) risk management (1) game theory (1)

Papers

GeoPredict: Leveraging Predictive Kinematics and 3D Gaussian Geometry for Precise VLA Manipulation CVPR 2026 A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms MICCAI 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization ICML 2025 UniTac2Pose: A Unified Approach Learned in Simulation for Category-level Visuotactile In-hand Pose Estimation CoRL 2025 FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation IJCAI 2024 Langevin Policy for Safe Reinforcement Learning ICML 2024 Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition NeurIPS 2024 Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023 VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NeurIPS 2023 Zeroth-order Optimization with Weak Dimension Dependency COLT 2023 Constrained Update Projection Approach to Safe Policy Optimization NeurIPS 2022 Penalized Proximal Policy Optimization for Safe Reinforcement Learning IJCAI 2022 Policy Optimization with Stochastic Mirror Descent AAAI 2022 On Convergence of Gradient Expected Sarsa(Ξ») AAAI 2021 Sample Complexity of Policy Gradient Finding Second-Order Stationary Points AAAI 2021 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018 Texture Mapping for 3D Reconstruction With RGB-D Sensor CVPR 2018 Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context CVPR 2017