Jingshu Peng

21 papers A* 6Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Automate Strategy Finding with LLM in Quant Investment.
EMNLP (Findings)
Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo
2025 A* conf
BitTuner: A Toolbox for Automatically Configuring Learned Data Compressors.
ICDE
Qiyu Liu, Yuxin Luo, Mengke Cui, Siyuan Han, Jingshu Peng, Jin Li, Lei Chen
2025 J jnl
CARPO: Leveraging Listwise Learning-to-Rank for Context-Aware Query Plan Optimization.
CoRR
Wenrui Zhou, Qiyu Liu, Jingshu Peng, Aoqian Zhang, Lei Chen
2025 — conf
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation.
ACL (1)
Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo
2025 J jnl
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation.
CoRR
Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo
2025 J jnl
From Sancus to Sancus
VLDB J.
Jingshu Peng, Qiyu Liu, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2025 J jnl
Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization.
CoRR
Hao Wang, Jingshu Peng, Yanyan Shen, Xujia Li, Lei Chen
2025 A* conf
N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning.
ICLR
Liping Wang, Xujia Li, Jingshu Peng, Yue Wang, Chen Zhang, Yan Zhou, Lei Chen
2025 J jnl
Not Small Enough? SegPQ: A Learned Approach to Compress Product Quantization Codebooks.
Proc. VLDB Endow.
Qiyu Liu, Yanlin Qi, Siyuan Han, Jingshu Peng, Jin Li, Lei Chen
2025 J jnl
Piecewise Linear Approximation in Learned Index Structures: Theoretical and Empirical Analysis.
CoRR
Jiayong Qin, Xianyu Zhu, Qiyu Liu, Guangyi Zhang, Zhigang Cai, Jianwei Liao, Sha Hu, Jingshu Peng, Yingxia Shao, Lei Chen
2025 J jnl
Why Are Learned Indexes So Effective but Sometimes Ineffective?
Proc. VLDB Endow.
Qiyu Liu, Siyuan Han, Yanlin Qi, Jingshu Peng, Jin Li, Longlong Lin, Lei Chen
2024 J jnl
Automate Strategy Finding with LLM in Quant investment.
CoRR
Zhizhuo Kou, Holam Yu, Jingshu Peng, Lei Chen
2024 A* conf
InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising.
KDD
Xujia Li, Jingshu Peng, Lei Chen
2024 J jnl
Learned Data Compression: Challenges and Opportunities for the Future.
CoRR
Qiyu Liu, Siyuan Han, Jianwei Liao, Jin Li, Jingshu Peng, Jun Du, Lei Chen
2024 J jnl
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models.
CoRR
Jiawei Li, Jingshu Peng, Haoyang Li, Lei Chen
2024 J jnl
Why Are Learned Indexes So Effective but Sometimes Ineffective?
CoRR
Qiyu Liu, Siyuan Han, Yanlin Qi, Jingshu Peng, Jin Li, Longlong Lin, Lei Chen
2023 J jnl
HXPY: A High-Performance Data Processing Package for Financial Time-Series Data.
J. Comput. Sci. Technol.
Jiadong Guo, Jingshu Peng, Hang Yuan, Lionel Ming-shuan Ni
2023 A* conf
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract).
IJCAI
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2022 J jnl
SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks.
Proc. VLDB Endow.
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2021 A* conf
GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks.
ICDM
Jingshu Peng, Yanyan Shen, Lei Chen
2018 A* conf
Transfer Learning via Feature Isomorphism Discovery.
KDD
Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen