Shixiong Kai
4 papers · 2024–2025 · 3 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
chip design
(2)
macro placement
(2)
reinforcement learning
(2)
3d floorplanning
(1)
integrated circuit design
(1)
hybrid action space
(1)
wirelength optimization
(1)
circuit netlist
(1)
electronic design automation
(1)
timing prediction
(1)
graph neural network
(1)
hardware design
(1)
integrated circuit
(1)
multi-modality representation
(1)
3d integrated circuit
(1)
physical design
(1)
cross-stage optimization
(1)
deep reinforcement learning
(1)
timing performance
(1)
multi-modality learning
(1)
Papers
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
ICLR 2025
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
NeurIPS 2024
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling
AAAI 2024
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
NeurIPS 2024