Shixiong Kai

According to our database, Shixiong Kai authored at least 26 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG.

Wenhao Wu, Zhentao Tang, Yafu Li, Shixiong Kai, Mingxuan Yuan, Chunlin Chen, Zhi Wang

CoRR, March, 2026

ReThinker: Scientific Reasoning by Rethinking with Guided Reflection and Confidence Control.

Zhentao Tang, Yuqi Cui, Shixiong Kai, Wenqian Zhao, Ke Ye, Xing Li, Anxin Tian, Zehua Pei, Hui-Ling Zhen, Shoubo Hu, Xiaoguang Li, Yunhe Wang, Mingxuan Yuan

CoRR, February, 2026

2025

SCOPE: Prompt Evolution for Enhancing Agent Effectiveness.

Zehua Pei, Hui-Ling Zhen, Shixiong Kai, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu

CoRR, December, 2025

Re²MaP: Macro Placement by Recursively Prototyping and Packing Tree-based Relocating

Yunqi Shi, Xi Lin, Zhiang Wang, Siyuan Xu, Shixiong Kai, Yao Lai, Chengrui Gao, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou

CoRR, November, 2025

Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents.

Yihong Tang, Kehai Chen, Liang Yue, Jinxin Fan, Caishen Zhou, Xiaoguang Li, Yuyang Zhang, Mingming Zhao, Shixiong Kai, Kaiyang Guo, Xingshan Zeng, Wenjing Cun, Lifeng Shang, Min Zhang

CoRR, October, 2025

Piano: A Multi-Constraint Pin Assignment-Aware Floorplanner.

Zhexuan Xu, Kexin Zhou, Jie Wang, Zijie Geng, Siyuan Xu, Shixiong Kai, Mingxuan Yuan, Feng Wu

CoRR, August, 2025

E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction.

Saurabh Bodhe, Zhanguang Zhang, Atia Hamidizadeh, Shixiong Kai, Yingxue Zhang, Mingxuan Yuan

CoRR, January, 2025

CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning.

Pengyi Li, Shixiong Kai, Jianye Hao, Ruizhe Zhong, Hongyao Tang, Zhentao Tang, Mingxuan Yuan, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement.

Zijie Geng, Jie Wang, Ziyan Liu, Siyuan Xu, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Feng Wu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Timing-Driven Global Placement by Efficient Critical Path Extraction.

Yunqi Shi, Siyuan Xu, Shixiong Kai, Xi Lin, Ke Xue, Mingxuan Yuan, Chao Qian

Proceedings of the Design, Automation & Test in Europe Conference, 2025

ReMaP: Macro Placement by Recursively Prototyping and Periphery-Guided Relocating.

Yunqi Shi, Xi Lin, Siyuan Xu, Shixiong Kai, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

FTAFP: A Feedthrough-Aware Floorplanner for Hierarchical Design of Large-Scale SoCs.

Zirui Li, Kanglin Tian, Jianwang Zhai, Zixuan Li, Shixiong Kai, Siyuan Xu, Bei Yu, Kang Zhao

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement.

Lin Chen, Ran Chen, Shoubo Hu, Xufeng Yao, Zhentao Tang, Shixiong Kai, Siyuan Xu, Mingxuan Yuan, Jianye Hao, Bei Yu, Jiang Xu

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms.

Zhihai Wang, Zijie Geng, Zhaojie Tu, Jie Wang, Yuxi Qian, Zhexuan Xu, Ziyan Liu, Siyuan Xu, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Bin Li, Yongdong Zhang, Feng Wu

CoRR, 2024

Escaping Local Optima in Global Placement.

Ke Xue, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian

CoRR, 2024

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation.

Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Hui-Ling Zhen, Jianye Hao, Qiang Xu, Mingxuan Yuan, Junchi Yan

CoRR, 2024

FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation.

Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Jianye Hao, Mingxuan Yuan, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer.

Ke Xue, Ruo-Tong Chen, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

JigsawPlanner: Jigsaw-like Floorplanner for Eliminating Whitespace and Overlap among Complex Rectilinear Modules.

Xingbo Du, Ruizhe Zhong, Shixiong Kai, Zhentao Tang, Siyuan Xu, Jianye Hao, Mingxuan Yuan, Junchi Yan

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Multi-Agent Trajectory Prediction with Scalable Diffusion Transformer.

Shenyu Zhang, Shixiong Kai, Chang Chen, Yuzheng Zhuang, Zhengbang Zhu, Minghuan Liu, Weinan Zhang

Proceedings of the 2024 6th International Conference on Distributed Artificial Intelligences, 2024

PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling.

Ruizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

TOFU: A Two-Step Floorplan Refinement Framework for Whitespace Reduction.

Shixiong Kai, Chak-Wa Pui, Fangzhou Wang, Shougao Jiang, Bin Wang, Yu Huang, Jianye Hao

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

RITA: Boost Driving Simulators with Realistic Interactive Traffic Flow.

Zhengbang Zhu, Shenyu Zhang, Yuzheng Zhuang, Yuecheng Liu, Minghuan Liu, Ziqing Gong, Shixiong Kai, Qiang Gu, Bin Wang, Siyuan Cheng, Xinyu Wang, Jianye Hao, Yong Yu

Proceedings of the Fifth International Conference on Distributed Artificial Intelligence, 2023

2022

RITA: Boost Autonomous Driving Simulators with Realistic Interactive Traffic Flow.

Zhengbang Zhu, Shenyu Zhang, Yuzheng Zhuang, Yuecheng Liu, Minghuan Liu, Liyuan Mao, Ziqing Gong, Weinan Zhang, Shixiong Kai, Qiang Gu, Bin Wang, Siyuan Cheng, Xinyu Wang, Jianye Hao, Yong Yu

CoRR, 2022

2020

A Multi-Task Reinforcement Learning Approach for Navigating Unsignalized Intersections.

Shixiong Kai, Bin Wang, Dong Chen, Jianye Hao, Hongbo Zhang, Wulong Liu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2018

Cooperative transportation control of multiple mobile manipulators through distributed optimization.

Jie Chen, Shixiong Kai

Sci. China Inf. Sci., 2018