Chenhao Ma

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 22

Top Topics

Connected Components

Straight Forward

Top Venues

Proc. ACM Manag. Data

Publications

Jingbang Chen, Qiuyang Mang, Hangrui Zhou, Richard Peng, Yu Gao, Chenhao Ma
Scalable Algorithm for Finding Balanced Subgraphs with Tolerance in Signed Networks. CoRR (2024)
Xiaolin Han, Tobias Grubenmann, Chenhao Ma, Xiaodong Li, Wenya Sun, Sze Chun Wong, Xuequn Shang, Reynold Cheng
FDM: Effective and efficient incident detection on sparse trajectory data. Inf. Syst. 125 (2024)
Yingli Zhou, Qingshuo Guo, Yixiang Fang, Chenhao Ma
A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery. Proc. ACM Manag. Data 2 (3) (2024)
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR (2024)
Yingli Zhou, Qingshuo Guo, Yi Yang, Yixiang Fang, Chenhao Ma, Laks V. S. Lakshmanan
In-depth Analysis of Densest Subgraph Discovery in a Unified Framework. CoRR (2024)
Yichen Xu, Chenhao Ma, Yixiang Fang, Zhifeng Bao
Efficient and effective algorithms for densest subgraph discovery and maintenance. VLDB J. 33 (5) (2024)
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation. ACL (Findings) (2024)
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation. CoRR (2024)
Yuanyuan Zeng, Yixiang Fang, Chenhao Ma, Xu Zhou, Kenli Li
Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs. Proc. ACM Manag. Data 2 (1) (2024)
Yucan Guo, Chenhao Ma, Yixiang Fang
Efficient Core Decomposition Over Large Heterogeneous Information Networks. ICDE (2024)
Qiuyang Mang, Jingbang Chen, Hangrui Zhou, Yu Gao, Yingli Zhou, Richard Peng, Yixiang Fang, Chenhao Ma
Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index. CoRR (2024)
Chunxu Lin, Wensheng Luo, Yixiang Fang, Chenhao Ma, Xilin Liu, Yuchi Ma
On Efficient Large Sparse Matrix Chain Multiplication. Proc. ACM Manag. Data 2 (3) (2024)
Jingbang Chen, Qiuyang Mang, Hangrui Zhou, Richard Peng, Yu Gao, Chenhao Ma
Scalable Algorithm for Finding Balanced Subgraphs with Tolerance in Signed Networks. KDD (2024)
Jiayang Pang, Chenhao Ma, Yixiang Fang
A Similarity-based Approach for Efficient Large Quasi-clique Detection. WWW (2024)
Xinni Zhang, Yankai Chen, Chenhao Ma, Yixiang Fang, Irwin King
Influential Exemplar Replay for Incremental Learning in Recommender Systems. AAAI (2024)
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han, Xiaodong Li
Accelerating directed densest subgraph queries with software and hardware approaches. VLDB J. 33 (1) (2024)
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI (2023)
Mohammad Matin Najafi, Chenhao Ma, Xiaodong Li, Reynold Cheng, Laks V. S. Lakshmanan
MOSER: Scalable Network Motif Discovery using Serial Test. Proc. VLDB Endow. 17 (3) (2023)
Wensheng Luo, Zhuo Tang, Yixiang Fang, Chenhao Ma, Xu Zhou
Scalable Algorithms for Densest Subgraph Discovery. ICDE (2023)
Yichen Xu, Chenhao Ma, Yixiang Fang, Zhifeng Bao
Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery. Proc. ACM Manag. Data 1 (2) (2023)
Haoxuan Xie, Yixiang Fang, Yuyang Xia, Wensheng Luo, Chenhao Ma
On Querying Connected Components in Large Temporal Graphs. Proc. ACM Manag. Data 1 (2) (2023)
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS (2023)