Kaiqi Chen

35 papers A* 3A 1C 2Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Predicting crowd flows via compressed sensing with spatial heterogeneity: an efficient GeoAI framework.
Int. J. Geogr. Inf. Sci.
Min Deng, Xiaoyong Tan, Kaiqi Chen, Baoju Liu, Zhiyuan Zhao, Youjun Tu, Sheng Wu, Xin Hu, Zhiwei Zeng
2025 A* conf
A Memory-Efficient LLM Accelerator with Q-K Correlation Prediction using Cluster-Based Associative Array for Selective KV Accessing.
DAC
Zikang Zhou, Kaiqi Chen, Xuyang Duan, Jun Han
2025 J jnl
CSSKL: Collaborative Specific-Shared Knowledge Learning framework for cross-city spatiotemporal forecasting in cellular networks.
Int. J. Geogr. Inf. Sci.
Kaiyuan Lei, Kaiqi Chen, Min Deng, Xiaoyong Tan, Wentao Yang, Huimin Liu, Cheng Huang
2025 J jnl
Collaborative carbon emission peak actions in urban agglomerations: multi-agent reinforcement learning analysis of the urban agglomerations of Beijing-Tianjin-Hebei and Yangtze River Delta.
Geo spatial Inf. Sci.
Bingbing Zhao, Min Deng, Weizhen Lu, Kaiqi Chen
2025 J jnl
Coupling Volume and Surface Scattering in Radiative Transfer Theory for Microwave Emission From Vegetated Land Surfaces.
IEEE Trans. Geosci. Remote. Sens.
Kaiqi Chen, Shurun Tan
2025 J jnl
Data-Knowledge Collaborative Learning Framework for Cellular Traffic Forecasting via Enhanced Correlation Modeling.
ISPRS Int. J. Geo Inf.
Keyi An, Qiangjun Li, Kaiqi Chen, Min Deng, Yafei Liu, Senzhang Wang, Kaiyuan Lei
2025 — conf
HCTSR: A Hybrid CNN/Transformer Super-Resolution Processor with Depth-Scalable Non-Overlapping Window Attention.
ACM Great Lakes Symposium on VLSI
Xinhua Shi, Kaiqi Chen, Xuyang Duan, Jun Han
2025 A* conf
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman Controllers.
ICRA
Jianxin Bi, Kelvin Lim, Kaiqi Chen, Yifei Huang, Harold Soh
2025 J jnl
Learning dynamic relational heterogeneity for spatiotemporal prediction with geographical meta-knowledge.
Int. J. Geogr. Inf. Sci.
Kaiqi Chen, Xiaoyong Tan, Min Deng, Kaiyuan Lei, Wentao Yang, Huimin Liu, Cheng Huang
2024 J jnl
A Multiple-Scattering Microwave Radiative Transfer Model for Land Emission With Vertically Heterogeneous Vegetation Coverage.
IEEE Trans. Geosci. Remote. Sens.
Kaiqi Chen, Shurun Tan
2024 C conf
A Shared Computing Platform for Remote Sensing Community: The Framework Setup and user Interface.
IGARSS
Yiwen Fang, Kaiqi Chen, Xuyang Bai, Yuanhao Cao, Shurun Tan
2024 J jnl
An Efficient Multiple Scattering Solution to Radiative Transfer Equations in Strong Forward Scattering Environments for Vegetated Land Emission and its Representation Through an Equivalent Albedo-Tau Formalism.
IEEE Trans. Geosci. Remote. Sens.
Kaiqi Chen, Shurun Tan
2024 J jnl
Behavioral Refinement via Interpolant-based Policy Diffusion.
CoRR
Kaiqi Chen, Eugene Lim, Kelvin Lin, Yiyang Chen, Harold Soh
2024 J jnl
DKNN: deep kriging neural network for interpretable geospatial interpolation.
Int. J. Geogr. Inf. Sci.
Kaiqi Chen, Enbo Liu, Min Deng, Xiaoyong Tan, Jiaoju Wang, Yan Shi, Zhizhong Wang
2024 — conf
Don't Start From Scratch: Behavioral Refinement via Interpolant-based Policy Diffusion.
Robotics: Science and Systems
Kaiqi Chen, Eugene Lim, Kelvin Lin, Yiyang Chen, Harold Soh
2024 J jnl
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman Controllers.
CoRR
Jianxin Bi, Kelvin Lim, Kaiqi Chen, Yifei Huang, Harold Soh
2024 — conf
ML-Fusion: Determining Memory Levels for Data Reuse Between DNN Layers.
ACM Great Lakes Symposium on VLSI
Zikang Zhou, Xuyang Duan, Kaiqi Chen, Yaqi Chen, Jun Han
2024 J jnl
The Diverse Mountainous Landslide Dataset (DMLD): A High-Resolution Remote Sensing Landslide Dataset in Diverse Mountainous Regions.
Remote. Sens.
Jie Chen, Xu Zeng, Jingru Zhu, Ya Guo, Liang Hong, Min Deng, Kaiqi Chen
2024 — conf
Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting.
WWW (Companion Volume)
Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang
2024 J jnl
Urban Multi-Scenario Land Use Optimization Simulation Considering Local Climate Zones.
Remote. Sens.
Jie Chen, Zikun Dong, Ruijie Shi, Geng Sun, Ya Guo, Zhuopeng Peng, Min Deng, Kaiqi Chen
2023 J jnl
BackTracer: Improving ray-casting 3D target acquisition by backtracking the interaction history.
Int. J. Hum. Comput. Stud.
Kaiqi Chen, Huagen Wan, Shengdong Zhao, Xutao Liu
2023 J jnl
DRL-S: Toward safe real-world learning of dynamic thermal management in data center.
Expert Syst. Appl.
Qingang Zhang, Chin-Boon Chng, Kaiqi Chen, Poh-Seng Lee, Chee-Kong Chui
2023 A conf
Latent Emission-Augmented Perspective-Taking (LEAPT) for Human-Robot Interaction.
IROS
Kaiqi Chen, Jing Yu Lim, Kingsley Kuan, Harold Soh
2023 J jnl
Latent Emission-Augmented Perspective-Taking (LEAPT) for Human-Robot Interaction.
CoRR
Kaiqi Chen, Jing Yu Lim, Kingsley Kuan, Harold Soh
2023 J jnl
MVCV-Traffic: multiview road traffic state estimation via cross-view learning.
Int. J. Geogr. Inf. Sci.
Min Deng, Kaiqi Chen, Kaiyuan Lei, Yuanfang Chen, Yan Shi
2022 C conf
An Effective Approach to Solve Radiative Transfer Equations in Strongly Forward Scattering Environments and its Applications in Vegetation Scattering.
IGARSS
Kaiqi Chen, Shurun Tan, Qinghuan Li
2022 J jnl
HSETA: A Heterogeneous and Sparse Data Learning Hybrid Framework for Estimating Time of Arrival.
IEEE Trans. Intell. Transp. Syst.
Kaiqi Chen, Guowei Chu, Xuexi Yang, Yan Shi, Kaiyuan Lei, Min Deng
2022 — conf
MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication.
Robotics: Science and Systems
Kaiqi Chen, Jeffrey Fong, Harold Soh
2022 J jnl
MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication.
CoRR
Kaiqi Chen, Jeffrey Fong, Harold Soh
2021 J jnl
A Temporal Directed Graph Convolution Network for Traffic Forecasting Using Taxi Trajectory Data.
ISPRS Int. J. Geo Inf.
Kaiqi Chen, Min Deng, Yan Shi
2021 A* conf
Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning.
ICRA
Kaiqi Chen, Yong Lee, Harold Soh
2021 J jnl
Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning.
CoRR
Kaiqi Chen, Yong Lee, Harold Soh
2021 J jnl
Succinct Representation of Dynamic Networks.
IEEE Trans. Knowl. Data Eng.
Kaiqi Chen, Lanlan Yu, Tingting Zhu, Ping Li, Jürgen Kurths
2020 J jnl
Change Point Detection in Dynamic Networks Based on Community Identification.
IEEE Trans. Netw. Sci. Eng.
Tingting Zhu, Ping Li, Lanlan Yu, Kaiqi Chen, Yan Chen
2020 J jnl
Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping.
CoRR
Jeffrey Fong, Siwei Chen, Kaiqi Chen