Cooperative transportation control of multiple mobile manipulators through distributed optimization. - Jie Chen; Shixiong Kai (Sci. China Inf. Sci., 2018)

A Multi-Task Reinforcement Learning Approach for Navigating Unsignalized Intersections. - Shixiong Kai; Bin Wang 034; Dong Chen; Jianye Hao; Hongbo Zhang; Wulong Liu (IV, 2020)

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 001; Shixiong Kai; Qiang Gu; Bin Wang 034; Siyuan Cheng 012; et al. (CoRR, 2022)

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 034; Siyuan Cheng 012; Xinyu Wang 001; Jianye Hao; et al. (DAI, 2023)

TOFU: A Two-Step Floorplan Refinement Framework for Whitespace Reduction. - Shixiong Kai; Chak-Wa Pui; Fangzhou Wang; Shougao Jiang; Bin Wang 034; Yu Huang 005; Jianye Hao (DATE, 2023)

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 (AAAI, 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 (ICCAD, 2024)

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer. - Ke Xue 001; Ruo-Tong Chen; Xi Lin 001; Yunqi Shi; Shixiong Kai; Siyuan Xu; Chao Qian 001 (NeurIPS, 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 (NeurIPS, 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 001; Mingxuan Yuan; Junchi Yan (CoRR, 2024)

Escaping Local Optima in Global Placement. - Ke Xue 001; Xi Lin 001; Yunqi Shi; Shixiong Kai; Siyuan Xu; Chao Qian 001 (CoRR, 2024)

Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms. - Zhihai Wang; Zijie Geng; Zhaojie Tu; Jie Wang 005; Yuxi Qian; Zhexuan Xu; Ziyan Liu; Siyuan Xu; Zhentao Tang; Shixiong Kai; Mingxuan Yuan; Jianye Hao; et al. (CoRR, 2024)

PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement. - Lin Chen 029; Ran Chen 001; Shoubo Hu; Xufeng Yao; Zhentao Tang; Shixiong Kai; Siyuan Xu; Mingxuan Yuan; Jianye Hao; Bei Yu 001; Jiang Xu 001 (ASP-DAC, 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 001; Kang Zhao (ASP-DAC, 2025)

Timing-Driven Global Placement by Efficient Critical Path Extraction. - Yunqi Shi; Siyuan Xu; Shixiong Kai; Xi Lin 001; Ke Xue 001; Mingxuan Yuan; Chao Qian 001 (DATE, 2025)

LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement. - Zijie Geng; Jie Wang 005; Ziyan Liu; Siyuan Xu; Zhentao Tang; Shixiong Kai; Mingxuan Yuan; Jianye Hao; Feng Wu 001 (ICLR, 2025)

E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction. - Saurabh Bodhe; Zhanguang Zhang; Atia Hamidizadeh; Shixiong Kai; Yingxue Zhang 001; Mingxuan Yuan (CoRR, 2025)

Piano: A Multi-Constraint Pin Assignment-Aware Floorplanner. - Zhexuan Xu; Kexin Zhou; Jie Wang 005; Zijie Geng; Siyuan Xu; Shixiong Kai; Mingxuan Yuan; Feng Wu 001 (CoRR, 2025)