Siyuan Xu
13 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (7)
π
Conference Polyglot
(8)
π
Grand Slam
ποΈ
Keyword Collector
(62)
π
Century Club
(12)
π₯
Unstoppable
(5)
β‘
Prolific Year
(5)
Conferences
NIPS (4)
AAAI (2)
ICML (2)
AISTATS (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(3)
bilevel optimization
(2)
constrained optimization
(2)
online learning
(1)
privacy preservation
(1)
policy optimization
(1)
few-shot learning
(1)
domain adaptation
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
model editing
(1)
policy learning
(1)
multi-modality learning
(1)
image translation
(1)
bayesian learning
(1)
multi-task learning
(1)
remote sensing
(1)
reinforcement learning from human feedback
(1)
optimal control
(1)
motion planning
(1)
Papers
When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing
AAAI 2026
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
EMNLP 2025
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
ICLR 2025
Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding
ICML 2025
Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision
IJCAI 2025
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
NIPS 2024
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
NIPS 2024
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
NIPS 2024
Reinforcement Learning within Tree Search for Fast Macro Placement
ICML 2024
Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting
AISTATS 2024
Efficient Gradient Approximation Method for Constrained Bilevel Optimization
AAAI 2023
Online Constrained Meta-Learning: Provable Guarantees for Generalization
NIPS 2023
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning
RSS 2022