Siqi Liu
29 papers · 2017–2025 · 12 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (12) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(10)
πΊοΈ
Taxonomy Completionist
(49)
π§¬
Topic Evolution
π
Triple Crown
π
Grand Slam
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(95)
π
Century Club
(29)
π₯
Unstoppable
(7)
β‘
Prolific Year
(8)
Conferences
ICLR (7)
AAAI (4)
ICML (4)
CVPR (2)
ECCV (2)
ICCV (2)
MIDL (2)
NIPS (2)
EMNLP (1)
IJCAI (1)
MICCAI (1)
WACV (1)
Top co-authors
Research topics
Keywords
graph neural network
(2)
event sequence
(2)
point process
(2)
semantic segmentation
(2)
few-shot learning
(1)
nonparametric bayesian
(1)
image segmentation
(1)
image retrieval
(1)
semi-supervised learning
(1)
object detection
(1)
ai education
(1)
medical imaging
(1)
weakly supervised learning
(1)
multimodal learning
(1)
deep learning
(1)
multi-instance learning
(1)
cross-modal retrieval
(1)
medical image analysis
(1)
signal processing
(1)
human-object interaction
(1)
Papers
Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily
AAAI 2025
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning
ICML 2025
Re-evaluating Open-ended Evaluation of Large Language Models
ICLR 2025
From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
ICML 2025
Prompting Vision Foundation Models for Pathology Image Analysis
CVPR 2024
Upper-body Hierarchical Graph for Skeleton Based Emotion Recognition in Assistive Driving
ECCV 2024
Bottom-Up Domain Prompt Tuning for Generalized Face Anti-Spoofing
ECCV 2024
Primitive-Based 3D Human-Object Interaction Modelling and Programming
AAAI 2024
XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images
CVPR 2024
NfgTransformer: Equivariant Representation Learning for Normal-form Games
ICLR 2024
Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education
AAAI 2024
HistoSyn: Histomorphology-Focused Pathology Image Synthesis
MICCAI 2024
Beyond Object Recognition: A New Benchmark towards Object Concept Learning
ICCV 2023
Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels
MIDL 2023
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation
MIDL 2023
EDIS: Entity-Driven Image Search over Multimodal Web Content
EMNLP 2023
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games
ICML 2022
NeuPL: Neural Population Learning
ICLR 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images
IJCAI 2022
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
NIPS 2022
Event Outlier Detection in Continuous Time
ICML 2021
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
ICLR 2020
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series
AAAI 2020
Temporal Similarity Analysis of Remote Photoplethysmography for Fast 3D Mask Face Presentation Attack Detection
WACV 2020
A Generalized Training Approach for Multiagent Learning
ICLR 2020
Hierarchical Visuomotor Control of Humanoids
ICLR 2019
Emergent Coordination Through Competition
ICLR 2019
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes
NIPS 2019
Improved Image Captioning via Policy Gradient Optimization of SPIDEr
ICCV 2017