Hongkun Dou

7 papers · 2022–2026 · 5 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (3) AAAI (1) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Yue Deng (7) Zeyu Li (3) Xingyu Jiang (3) Lijun Yang (3) Wen Yao (1) Jinyang Du (1) Shen Fang (1) Jing Lin (1) Haoqian Wang (1) Tianrun Xu (1)

Research topics

Deep Learning (4) Models (4) Machine Learning (3) Optimization & Theory (3) Computer Vision (2) Reinforcement Learning (2) Methods (2) Mathematics & Optimization (1) Analysis (1) Optimization (1) Processing (1)

Keywords

diffusion model (3) inverse problem (2) bilevel optimization (2) constrained optimization (1) behavior cloning (1) continuous control (1) state representation (1) model-based reinforcement learning (1) value estimation (1) consistency regularization (1) world model (1) diffusion bridge (1) boundary condition (1) pose prior (1) physical constraint (1) sample weighting (1) particle sampling (1) gradient-free method (1) 3d human pose (1) whole-body pose (1)

Papers

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes AAAI 2026 DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior ICCV 2025 Hybrid Regularization Improves Diffusion-based Inverse Problem Solving ICLR 2025 Physics-aligned field reconstruction with diffusion bridge ICLR 2025 Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization ICLR 2025 Task-aware world model learning with meta weighting via bi-level optimization NeurIPS 2023 Boosting Supervised Dehazing Methods via Bi-Level Patch Reweighting ECCV 2022