Kaiqi Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 54

Top Topics

Tensor Decomposition

Incomplete Data

Top Venues

DASFAA Workshops

Publications

Kaiqi Zhang, Shuai Yuan, Honghan Zhao
TALEC: Teach Your LLM to Evaluate in Specific Domain with In-house Criteria by Criteria Division and Zero-shot Plus Few-shot. CoRR (2024)
Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes. CoRR (2024)
Xiaoxian Yang, Zhifeng Wang, Qi Wang, Ke Wei, Kaiqi Zhang, Jiangang Shi
Large language models for automated Q&A involving legal documents: a survey on algorithms, frameworks and applications. Int. J. Web Inf. Syst. 20 (4) (2024)
Xiaoli Wang, Bharadwaj Veeravalli, Xiaobo Song, Kaiqi Zhang
Maximizing Heterogeneous Server Utilization with Limited Availability Times for Divisible Loads Scheduling on Networked Systems. Sensors 23 (7) (2023)
Jing Xu, Weixiong Li, Pinglu Chen, Kaiqi Zhang, Feng Huang, Yuchen Jiang, Yingmin Zhang, Man Liao, Muhua Liu
Path planning method for Camellia oleifera forest trenching operation based on human-robot collaboration. Comput. Electron. Agric. 215 (2023)
Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li
A Novel Approximation Algorithm for Max-Covering Circle Problem. COCOA (1) (2023)
Hongfei Zhang, Li Zhu, Tao Dai, Liwen Zhang, Xi Feng, Li Zhang, Kaiqi Zhang
Smart object recommendation based on topic learning and joint features in the social internet of things. Digit. Commun. Networks 9 (1) (2023)
Hongjie Guo, Jianzhong Li, Hong Gao, Kaiqi Zhang
PSATop-k: Approximate range top-k computation on big data. Knowl. Based Syst. 235 (2022)
Kaiqi Zhang, Ming Yin, Yu-Xiang Wang
Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks. CoRR (2022)
Kaiqi Zhang, Yiqun Pang, Qiurui Wang, Fengmei Li
Action Recognition and Temporal Localization for Wushu Routine Competition: Taking the International Long Fist Routine v3 as An Example. ICETC (2022)
Tianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang, Sijia Liu, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Jin Zhang, Hong Gao, Kaiqi Zhang, Quan Chen, Jianzhong Li
A Distributed Framework for Low-Latency Data Collection in Battery-Free Wireless Sensor Networks. IEEE Internet Things J. 9 (11) (2022)
Hongfei Zhang, Li Zhu, Liwen Zhang, Tao Dai, Xi Feng, Li Zhang, Kaiqi Zhang, Yutian Yan
Smart objects recommendation based on pre-training with attention and the thing-thing relationship in social Internet of things. Future Gener. Comput. Syst. 129 (2022)
Kaiqi Zhang, Hong Gao, Xixian Han, Jian Chen, Jianzhong Li
Maximizing Range Sum in Trajectory Data. ICDE (2022)
Kaiqi Zhang, Yu-Xiang Wang
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? CoRR (2022)
Jingxuan He, Xixian Han, Jinbao Wang, Kaiqi Zhang
Efficient high-utility occupancy itemset mining algorithm on massive data. Expert Syst. Appl. 210 (2022)
Sirui Li, Kaiqi Zhang, Hongbo Yin, Dan Yin, Hongquan Zu, Hong Gao
ROPW: An Online Trajectory Compression Algorithm. DASFAA (Workshops) (2021)
Tao Dai, Wenjun Yan, Kaiqi Zhang, Chen Qiu, Xiangmo Zhao, Shirui Pan
Gated relational stacked denoising autoencoder with localized author embedding for global citation recommendation. Expert Syst. Appl. 184 (2021)
Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration. ACM Great Lakes Symposium on VLSI (2021)
Hongfei Zhang, Li Zhu, Haifeng Du, Li Zhang, Kaiqi Zhang, Yutian Yan, Chaobo Wang
Structural Balance of Social Internet of Things Networks with Ambiguous Relationships. Wirel. Commun. Mob. Comput. 2021 (2021)
Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration. CoRR (2021)
Jin Zhang, Hong Gao, Dan Yin, Kaiqi Zhang
Layer Based Fast Data Collection in Battery-Free Wireless Sensor Networks. WASA (1) (2021)
Kaiqi Zhang, Cole Hawkins, Xiyuan Zhang, Cong Hao, Zheng Zhang
On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method. CoRR (2021)
Binghao Wang, Hongbo Yin, Kaiqi Zhang, Dailiang Jin, Hong Gao
ASQT: An Efficient Index for Queries on Compressed Trajectories. DASFAA (Workshops) (2021)
Weiyun Jiang, Kaiqi Zhang, Colin Yu Lin, Feng Xing, Zheng Zhang
Sparse Tucker Tensor Decomposition on a Hybrid FPGA-CPU Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (9) (2021)
Kaiqi Zhang, Zhiying Tu, Dianhui Chu, Chunshan Li
SRAUT: Service Resource Availability analysis method with User Tolerance concern. SCC (2021)
Kaiqi Zhang, Cole Hawkins, Zheng Zhang
General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification. Frontiers Artif. Intell. 4 (2021)
Weiyun Jiang, Kaiqi Zhang, Colin Yu Lin, Feng Xing, Zheng Zhang
Sparse Tucker Tensor Decomposition on a Hybrid FPGA-CPU Platform. CoRR (2020)
Kaiqi Zhang, Zinan Lv, Haifeng Du, Honghu Zou
An Adaptive Network Model to Simulate Consensus Formation Driven by Social Identity Recognition. Complex. 2020 (2020)
Kaiqi Zhang, Hong Gao, Xixian Han, Zhipeng Cai, Jianzhong Li
Modeling and Computing Probabilistic Skyline on Incomplete Data. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan V. Oseledets, Zheng Zhang
Active Subspace of Neural Networks: Structural Analysis and Universal Attacks. SIAM J. Math. Data Sci. 2 (4) (2020)
Kaiqi Zhang, Zinan Lv, Haifeng Du, Honghu Zou
An Adaptive Networks Model to Simulate Consensus Formation Driven by Social Identity Recognition. CoRR (2020)
Mathias Prost, Yi-Chun Ling, Semih Cakmakyapan, Yu Zhang, Kaiqi Zhang, Junjie Hu, Yichi Zhang, S. J. Ben Yoo
MWIR Solid-State Optical Phased Array Beam Steering using Germanium-Silicon Photonic Platform. OFC (2019)
Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
Tucker Tensor Decomposition on FPGA. ICCAD (2019)
Kaiqi Zhang, Jinbao Wang, Muxian Wang, Xixian Han
Probabilistic Skyline Computation on Vertically Distributed Uncertain Data. ICDCS (2019)
Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, S. J. Ben Yoo
Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths. JOCN 11 (1) (2019)
Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan V. Oseledets, Zheng Zhang
Active Subspace of Neural Networks: Structural Analysis and Universal Attacks. CoRR (2019)
Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
Tucker Tensor Decomposition on FPGA. CoRR (2019)
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang
Progressive Weight Pruning of Deep Neural Networks using ADMM. CoRR (2018)
Roberto Proietti, Xian Xiao, Kaiqi Zhang, Gengchen Liu, Hongbo Lu, Pouya Fotouhi, J. Messig, S. J. Ben Yoo
Experimental Demonstration of a 64-Port Wavelength Routing Thin-CLOS System for Data Center Switching Architectures. JOCN 10 (7) (2018)
Yu Zhang, Yi-Chun Ling, Kaiqi Zhang, S. J. Ben Yoo
Sub-Wavelength-Pitch Silicon-Phatonic Optical Phased Array for Large Field-AF-Regard Coherent Optical Beam Steering. ECOC (2018)
Gengchen Liu, Kaiqi Zhang, Roberto Proietti, Hongbo Lu, Zhi Ding, S. J. Ben Yoo
First Demonstration of FPGA-based Hitless Flexible Receiver with Blind Modulation Format Identification. OFC (2018)
Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo
The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems. OFC (2018)
Hongbo Lu, Gengchen Liu, Roberto Proietti, Vincent Squitieri, Kaiqi Zhang, Alberto Castro, Q. Jane Gu, Zhi Ding, S. J. Ben Yoo
mmWave Beamforming using Photonic Signal Processing for Future 5G Mobile Systems. OFC (2018)
Xian Xiao, Roberto Proietti, Kaiqi Zhang, S. J. Ben Yoo
Experimental Demonstration of Flex-LIONS for Reconfigurable All-to-All Optical Interconnects. ECOC (2018)
Kaiqi Zhang, Hong Gao, Xixian Han, Jinbao Wang
Finding k-Dominant G-Skyline Groups on High Dimensional Data. IEEE Access 6 (2018)
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. ECCV (8) (2018)
Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang
ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs. CoRR (2018)
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Jiaming Xie, Yun Liang, Sijia Liu, Xue Lin, Yanzhi Wang
A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM. CoRR (2018)
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers. CoRR (2018)
Kaiqi Zhang, Hong Gao, Xixian Han, Donghua Yang, Zhipeng Cai, Jianzhong Li
RSkycube: Efficient Skycube Computation by Reusing Principle. DASFAA (2) (2017)
Kaiqi Zhang, Hong Gao, Xixian Han, Zhipeng Cai, Jianzhong Li
Probabilistic Skyline on Incomplete Data. CIKM (2017)
Kaiqi Zhang, Donghua Yang, Hong Gao, Jianzhong Li, Hongzhi Wang, Zhipeng Cai
VMPSP: Efficient Skyline Computation Using VMP-Based Space Partitioning. DASFAA Workshops (2016)
Kaiqi Zhang, Hong Gao, Hongzhi Wang, Jianzhong Li
ISSA: Efficient Skyline Computation for Incomplete Data. DASFAA Workshops (2016)
Zhixuan Li, Yuhui Huang, Kaiqi Zhang, Zhicheng Zhao, Yanyun Zhao, Fei Su
BUPT-MCPRL at TRECVID 2013. TRECVID (2013)