Qingmin Liao

21 papers · 2021–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (10) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (42) 🏆 Grand Slam 🧬 Topic Evolution ⚡ Prolific Year (5) 💎 Century Club (19) 🗃️ Keyword Collector (91) 🔥 Unstoppable (5)

Conferences

AAAI (9) ICLR (2) ICML (2) IJCAI (2) NIPS (2) ACL (1) CVPR (1) ECCV (1) WACV (1)

Top co-authors

Wenming Yang (8) Yong Li (5) Qinpeng Cui (3) bin xia (3) Qiqi Bao (3) Xinyi Zhang (3) Jing-Hao Xue (3) Yucheng Hang (3) Yu Liu (2) Xin Zhang (2)

Keywords

image restoration (4) efficient computing (3) diffusion model (3) stochastic differential equation (2) semantic segmentation (2) contrastive learning (2) image super-resolution (2) face recognition (1) knowledge distillation (1) domain adaptation (1) attention mechanism (1) autonomous driving (1) optimal transport (1) 3d vision (1) image generation (1) image harmonization (1) human pose estimation (1) style transfer (1) neural architecture search (1) feature embedding (1)

Papers

WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network AAAI 2026

AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search AAAI 2026

DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval AAAI 2025

Elucidating the Solution Space of Extended Reverse-Time SDE for Diffusion Models WACV 2025

Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network ICML 2025

Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning ICLR 2025

Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025

Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs NIPS 2024

AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation NIPS 2024

UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities ACL 2024

IRGen: Generative Modeling for Image Retrieval ECCV 2024

Reschedule Diffusion-based Bokeh Rendering IJCAI 2024

Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery IJCAI 2024

Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023

Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022

Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022

Pose-Invariant Face Recognition via Adaptive Angular Distillation AAAI 2022

SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization CVPR 2022

Group Fisher Pruning for Practical Network Compression ICML 2021

Towards Impartial Multi-task Learning ICLR 2021