Guoqing Liu
18 papers · 2012–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (13)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(29)
π
Triple Crown
π
Grand Slam
π
Century Club
(17)
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(73)
Conferences
ICLR (4)
AAAI (3)
ICML (3)
NIPS (3)
ICCV (2)
IJCAI (2)
ACML (1)
Top co-authors
Keywords
reinforcement learning
(5)
neural network optimization
(2)
feature learning
(2)
policy optimization
(1)
multi-frame processing
(1)
black-box optimization
(1)
sparse representation
(1)
multi-instance learning
(1)
video sequence
(1)
geometric deep learning
(1)
importance sampling
(1)
policy gradient
(1)
monte carlo estimation
(1)
fisher information
(1)
multi-task learning
(1)
mutual information
(1)
policy iteration
(1)
variance reduction
(1)
3d reconstruction
(1)
unsupervised learning
(1)
Papers
Proactive Constrained Policy Optimization with Preemptive Penalty
AAAI 2026
Trusted Multi-View Classification via Evolutionary Multi-View Fusion
ICLR 2025
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
ICLR 2025
PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement
ICCV 2025
Stochasticity-aware No-Reference Point Cloud Quality Assessment
IJCAI 2025
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
ICLR 2024
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
NIPS 2024
Learning Multi-Task Sparse Representation Based on Fisher Information
AAAI 2024
Token-level Direct Preference Optimization
ICML 2024
De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
NIPS 2023
NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping
ICCV 2023
Retrosynthetic Planning with Dual Value Networks
ICML 2023
Efficiently incorporating quintuple interactions into geometric deep learning force fields
NIPS 2023
Return-Based Contrastive Representation Learning for Reinforcement Learning
ICLR 2021
Independence-aware Advantage Estimation
IJCAI 2021
Trust Region Evolution Strategies
AAAI 2019
Breaking Inter-Layer Co-Adaptation by Classifier Anonymization
ICML 2019
Key Instance Detection in Multi-Instance Learning
ACML 2012