Shixiong Kai
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (4) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
multi-modality learning
(1)
message passing
(1)
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)
chip design
(1)
integrated circuit
(1)
multi-modality representation
(1)
macro placement
(1)
3d integrated circuit
(1)
deep reinforcement learning
(1)
physical design
(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
NIPS 2024
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
NIPS 2024
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling
AAAI 2024