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ORCIDChun Jiang Zhu
Person information
- affiliation: University of North Carolina at Greensboro, Department of Computer Science, NC, USA
- affiliation (former): University of Connecticut, Department of Computer Science and Engineering, Storrs, CT, USA
- affiliation (former, PhD 2015): City University of Hong Kong, Hong Kong
- affiliation (former): Hong Kong Baptist University, Hong Kong
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2020 – today
- 2024
[c17]Srilekha Geda, Chunjiang Zhu:
Density-Preserving Heterogeneous Graph Sparsification for Representation Learning. Tiny Papers @ ICLR 2024- [i12]Haiyang Liu, Chunjiang Zhu, Detian Zhang:
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction. CoRR abs/2401.04135 (2024) - 2023
- [j14]Moritz Beck, Kam-Yiu Lam, Joseph Kee-Yin Ng, Sabine Storandt, Chun Jiang Zhu
:
Concatenated k-path covers. Int. J. Comput. Math. Comput. Syst. Theory 8(1): 32-56 (2023) - [c16]Haiyang Liu, Chunjiang Zhu, Detian Zhang, Qing Li:
Attention-Based Spatial-Temporal Graph Convolutional Recurrent Networks for Traffic Forecasting. ADMA (1) 2023: 630-645 - [c15]Chun Jiang Zhu:
Communication-Efficient Distributed Graph Clustering and Sparsification Under Duplication Models. CIAC 2023: 383-398 - [c14]Eli Stafford, Chunjiang Zhu:
Improved Sourcewise Roundtrip Spanners with Constant Stretch. COCOON (1) 2023: 297-309 - [c13]Xunlian Luo, Chunjiang Zhu, Detian Zhang, Qing Li:
Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction. ECAI 2023: 1633-1640 - [c12]Detian Zhang, Lun Jin, Chunjiang Zhu, Qing Li:
Efficient Optimal Pick-up and Drop-off Point Recommendation for Ride-hailing Services. ICWS 2023: 124-130 - [i11]Chun Jiang Zhu:
Communication-Efficient Distributed Graph Clustering and Sparsification under Duplication Models. CoRR abs/2302.09652 (2023) - [i10]Xunlian Luo, Chunjiang Zhu, Detian Zhang, Qing Li:
Dynamic Graph Convolution Network with Spatio-Temporal Attention Fusion for Traffic Flow Prediction. CoRR abs/2302.12598 (2023) - [i9]Haiyang Liu, Chunjiang Zhu, Detian Zhang, Qing Li:
Attention-based Spatial-Temporal Graph Convolutional Recurrent Networks for Traffic Forecasting. CoRR abs/2302.12973 (2023) - [i8]Xunlian Luo, Chunjiang Zhu, Detian Zhang, Qing Li:
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction. CoRR abs/2307.00495 (2023) - [i7]Haiyang Liu, Chunjiang Zhu, Detian Zhang, Qing Li:
Multi-Scale Spatial-Temporal Recurrent Networks for Traffic Flow Prediction. CoRR abs/2310.08138 (2023) - 2022
- [j13]Xiaofei Zhao, Kam-yiu Lam, Chunjiang Zhu, Chi-Yin Chow, Tei-Wei Kuo:
MVLevelDB: Using Log-Structured Tree to Support Temporal Queries in IoT. IEEE Internet Things J. 9(10): 7815-7825 (2022) - [c11]Chandan Chunduru, Chun Jiang Zhu, Blake Gains, Jinbo Bi:
Heterogeneous Graph Sparsification for Efficient Representation Learning. BIBM 2022: 1891-1896 - [i6]Chandan Chunduru, Chun Jiang Zhu, Blake Gains, Jinbo Bi:
Heterogeneous Graph Sparsification for Efficient Representation Learning. CoRR abs/2211.07518 (2022) - 2021
- [j12]Qianqian Tong, Guannan Liang, Xingyu Cai, Chunjiang Zhu, Jinbo Bi:
Asynchronous parallel stochastic Quasi-Newton methods. Parallel Comput. 101: 102721 (2021) - [j11]Chun Jiang Zhu, Song Han, Kam-yiu Lam:
A fast algorithm for source-wise round-trip spanners. Theor. Comput. Sci. 876: 34-44 (2021) - [c10]Tan Zhu, Guannan Liang, Chunjiang Zhu, Haining Li, Jinbo Bi:
An Efficient Algorithm for Deep Stochastic Contextual Bandits. AAAI 2021: 11193-11201 - [c9]Chunjiang Zhu, Qinqing Liu, Jinbo Bi:
Spectral vertex sparsifiers and pair-wise spanners over distributed graphs. ICML 2021: 12890-12900 - [c8]Chun Jiang Zhu, Qinqing Liu, Jinbo Bi:
Communication Efficient Distributed Hypergraph Clustering. SIGIR 2021: 2131-2135 - [i5]Guannan Liang, Qianqian Tong, Chunjiang Zhu, Jinbo Bi:
Escaping Saddle Points with Stochastically Controlled Stochastic Gradient Methods. CoRR abs/2103.04413 (2021) - [i4]Tan Zhu, Guannan Liang, Chunjiang Zhu, Haining Li, Jinbo Bi:
An Efficient Algorithm for Deep Stochastic Contextual Bandits. CoRR abs/2104.05613 (2021) - 2020
- [j10]Chun Jiang Zhu, Minghu Song, Qinqing Liu, Chloé Becquey, Jinbo Bi:
Benchmark on Indexing Algorithms for Accelerating Molecular Similarity Search. J. Chem. Inf. Model. 60(12): 6167-6184 (2020) - [c7]Guannan Liang, Qianqian Tong, Chunjiang Zhu, Jinbo Bi:
An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning. AAAI 2020: 1585-1592 - [i3]Chun Jiang Zhu, Song Han, Kam-yiu Lam:
A Fast Algorithm for Source-Wise Round-Trip Spanners. CoRR abs/2004.05721 (2020) - [i2]Qianqian Tong, Guannan Liang, Xingyu Cai, Chunjiang Zhu, Jinbo Bi:
Asynchronous Parallel Stochastic Quasi-Newton Methods. CoRR abs/2011.00667 (2020)
2010 – 2019
- 2019
- [j9]Chun Jiang Zhu, Kam-yiu Lam, Joseph Kee-Yin Ng, Jinbo Bi:
On the VC-dimension of unique round-trip shortest path systems. Inf. Process. Lett. 145: 1-5 (2019) - [c6]Chun Jiang Zhu, Tan Zhu, Kam-yiu Lam, Song Han, Jinbo Bi:
Communication-Optimal Distributed Dynamic Graph Clustering. AAAI 2019: 5957-5964 - [c5]Moritz Beck, Kam-yiu Lam, Joseph Kee-Yin Ng, Sabine Storandt, Chun Jiang Zhu:
Concatenated k-Path Covers. ALENEX 2019: 81-91 - [c4]Chun Jiang Zhu, Tan Zhu, Haining Li, Jinbo Bi, Minghu Song:
Accelerating Large-Scale Molecular Similarity Search through Exploiting High Performance Computing. BIBM 2019: 330-333 - [c3]Chun Jiang Zhu, Sabine Storandt, Kam-yiu Lam, Song Han, Jinbo Bi:
Improved Dynamic Graph Learning through Fault-Tolerant Sparsification. ICML 2019: 7624-7633 - 2018
- [j8]Chun Jiang Zhu, Kam-yiu Lam:
Deterministic improved round-trip spanners. Inf. Process. Lett. 129: 57-60 (2018) - [i1]Chun Jiang Zhu, Tan Zhu, Kam-yiu Lam, Song Han, Jinbo Bi:
Communication-Optimal Distributed Dynamic Graph Clustering. CoRR abs/1811.06072 (2018) - 2017
- [j7]Chun Jiang Zhu, Kam-yiu Lam:
Source-wise round-trip spanners. Inf. Process. Lett. 124: 42-45 (2017) - [j6]Chung Keung Poon, Chun Jiang Zhu, Kam-yiu Lam:
Energy-efficient air-indices for shortest path and distance queries on road networks. Inf. Syst. 71: 182-198 (2017) - 2015
- [j5]Chun Jiang Zhu, Kam-yiu Lam, Reynold C. K. Cheng, Chung Keung Poon:
On using broadcast index for efficient execution of shortest path continuous queries. Inf. Syst. 49: 142-162 (2015) - [j4]Chun Jiang Zhu, Kam-yiu Lam, Song Han:
Approximate path searching for supporting shortest path queries on road networks. Inf. Sci. 325: 409-428 (2015) - [j3]Chun Jiang Zhu, Kam-yiu Lam, Yuan-Hao Chang, Joseph Kee-Yin Ng:
Linked Block-based Multiversion B-Tree index for PCM-based embedded databases. J. Syst. Archit. 61(9): 383-397 (2015) - [j2]Kam-yiu Lam, Jiantao Wang, Joseph Kee-Yin Ng, Song Han, Limei Zheng, Calvin Ho Chuen Kam, Chun Jiang Zhu:
SmartMood: Toward Pervasive Mood Tracking and Analysis for Manic Episode Detection. IEEE Trans. Hum. Mach. Syst. 45(1): 126-131 (2015) - 2014
- [j1]Kam-yiu Lam, Chun Jiang Zhu, Yuan-Hao Chang, Jen-Wei Hsieh, Po-Chun Huang, Chung Keung Poon, Jiantao Wang:
Garbage collection of multi-version indexed data on flash memory. J. Syst. Archit. 60(8): 630-643 (2014) - [c2]Kam-yiu Lam, Jiantao Wang, Yuan-Hao Chang, Jen-Wei Hsieh, Po-Chun Huang, Chung Keung Poon, Chun Jiang Zhu:
Garbage collection for multi-version index on flash memory. DATE 2014: 1-4 - 2012
- [c1]Chung Keung Poon, Chun Jiang Zhu:
Energy-efficient air-indices for distance queries on road networks. SIGSPATIAL/GIS 2012: 558-561
Coauthor Index
aka: Kam-Yiu Lam
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