Mingzhe Du

54 papers A* 7A 3B 3C 1Misc 1Journal 28Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models.
CoRR
Xiao Zhu, Xinyu Zhou, Boyu Zhu, Hanxu Hu, Mingzhe Du, Haotian Zhang, Huiming Wang, Zhijiang Guo
2026 — conf
Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge.
EACL (System Demonstrations)
Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du, See-Kiong Ng, Mohammed Hamzeh
2026 J jnl
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model.
CoRR
Tianyi Wu, Mingzhe Du, Yue Liu, Chengran Yang, Terry Yue Zhuo, Jiaheng Zhang, See-Kiong Ng
2025 J jnl
Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization.
CoRR
Mingzhe Du, Luu Tuan Tuan, Yue Liu, Yuhao Qing, Dong Huang, Xinyi He, Qian Liu, Zejun Ma, See-Kiong Ng
2025 — conf
AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge.
ACL (1)
Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang
2025 J jnl
Benchmarking LLMs for Unit Test Generation from Real-World Functions.
CoRR
Dong Huang, Jie M. Zhang, Mark Harman, Qianru Zhang, Mingzhe Du, See-Kiong Ng
2025 J jnl
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts.
CoRR
Zhaomin Wu, Mingzhe Du, See-Kiong Ng, Bingsheng He
2025 — conf
Buffered Persistence in B+ Trees (Abstract).
HOPC@SPAA
Mingzhe Du, Michael L. Scott
2025 — conf
CodeArena: A Collective Evaluation Platform for LLM Code Generation.
ACL (3)
Mingzhe Du, Anh Tuan Luu, Bin Ji, Xiaobao Wu, Yuhao Qing, Dong Huang, Terry Yue Zhuo, Qian Liu, See-Kiong Ng
2025 J jnl
CodeArena: A Collective Evaluation Platform for LLM Code Generation.
CoRR
Mingzhe Du, Anh Tuan Luu, Bin Ji, Xiaobao Wu, Dong Huang, Terry Yue Zhuo, Qian Liu, See-Kiong Ng
2025 Misc conf
Curriculum Demonstration Selection for In-Context Learning.
SAC
Duc Anh Vu, Cong-Duy Nguyen, Xiaobao Wu, Nhat M. Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu
2025 J jnl
EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code.
CoRR
Yuhao Qing, Boyu Zhu, Mingzhe Du, Zhijiang Guo, Terry Yue Zhuo, Qianru Zhang, Jie M. Zhang, Heming Cui, Siu-Ming Yiu, Dong Huang, See-Kiong Ng, Luu Anh Tuan
2025 J jnl
Efficient Reasoning via Chain of Unconscious Thought.
CoRR
Ruihan Gong, Yue Liu, Wenjie Qu, Mingzhe Du, Yufei He, Yingwei Ma, Yulin Chen, Xiang Liu, Yi Wen, Xinfeng Li, Ruidong Wang, Xinzhong Zhu, Bryan Hooi, Jiaheng Zhang
2025 J jnl
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning.
CoRR
Yue Liu, Shengfang Zhai, Mingzhe Du, Yulin Chen, Tri Cao, Hongcheng Gao, Cheng Wang, Xinfeng Li, Kun Wang, Junfeng Fang, Jiaheng Zhang, Bryan Hooi
2025 J jnl
Nexus: Execution-Grounded Multi-Agent Test Oracle Synthesis.
CoRR
Dong Huang, Mingzhe Du, Jie M. Zhang, Zheng Lin, Meng Luo, Qianru Zhang, See-Kiong Ng
2025 — conf
On Assigning Product and Software Codes to Customer Service Requests with Large Language Models.
EMNLP (Industry Track)
Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du, See-Kiong Ng, Mohammed Hamzeh
2025 — conf
Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance.
ICML (Position Papers)
Moming Duan, Mingzhe Du, Rui Zhao, Mengying Wang, Yinghui Wu, Nigel Shadbolt, Bingsheng He
2025 B conf
Reconciling Hardware Transactional Memory and Persistent Programming with Buffered Durability.
SPAA
Mingzhe Du, Ziheng Su, Michael L. Scott
2025 J jnl
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
CoRR
Xinyi He, Qian Liu, Mingzhe Du, Lin Yan, Zhijie Fan, Yiming Huang, Zejian Yuan, Zejun Ma
2025 A* conf
Towards Verifiable Text Generation with Generative Agent.
AAAI
Bin Ji, Huijun Liu, Mingzhe Du, Shasha Li, Xiaodong Liu, Jun Ma, Jie Yu, See-Kiong Ng
2024 J jnl
AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge.
CoRR
Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang
2024 J jnl
Buffered Persistence in B+ Trees.
Proc. ACM Manag. Data
Mingzhe Du, Michael L. Scott
2024 A* conf
Chain-of-Thought Improves Text Generation with Citations in Large Language Models.
AAAI
Bin Ji, Huijun Liu, Mingzhe Du, See-Kiong Ng
2024 A conf
Counseling Responses for Mental Health Forum Questions with Early Maladaptive Schema Prediction.
ECAI
Sujatha Das Gollapalli, Beng Heng Ang, Mingzhe Du, See-Kiong Ng
2024 J jnl
Curriculum Demonstration Selection for In-Context Learning.
CoRR
Duc Anh Vu, Cong-Duy T. Nguyen, Xiaobao Wu, Nhat Minh Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu
2024 A* conf
From Static to Dynamic: Knowledge Metabolism for Large Language Models.
AAAI
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
2024 A* conf
Mercury: A Code Efficiency Benchmark for Code Large Language Models.
NeurIPS
Mingzhe Du, Anh Tuan Luu, Bin Ji, Qian Liu, See-Kiong Ng
2024 J jnl
Mercury: An Efficiency Benchmark for LLM Code Synthesis.
CoRR
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
2024 A* conf
Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms.
ICSE
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su
2024 J jnl
Practical, Automated Scenario-Based Mobile App Testing.
IEEE Trans. Software Eng.
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Zimin Ding, Zhenyu Chen, Zhendong Su
2024 J jnl
Practical, Automated Scenario-based Mobile App Testing.
CoRR
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Zimin Ding, Zhenyu Chen, Zhendong Su
2024 J jnl
Rethinking the Influence of Source Code on Test Case Generation.
CoRR
Dong Huang, Jie M. Zhang, Mingzhe Du, Mark Harman, Heming Cui
2024 J jnl
Semi-supervised Crowdsourced Test Report Clustering via Screenshot-Text Binding Rules.
Proc. ACM Softw. Eng.
Shengcheng Yu, Chunrong Fang, Quanjun Zhang, Mingzhe Du, Jia Liu, Zhenyu Chen
2023 J jnl
Constituency-Informed and Constituency-Constrained Extractive Question Answering with Heterogeneous Graph Transformer.
Trans. Large Scale Data Knowl. Centered Syst.
Mingzhe Du, Mouad Hakam, See-Kiong Ng, Stéphane Bressan
2023 J jnl
From Static to Dynamic: A Continual Learning Framework for Large Language Models.
CoRR
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
2023 A* conf
Generating Reflective Questions for Engaging Gallery Visitors in ArtMuse.
AAAI
Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng
2023 A* conf
Identifying Checkworthy CURE Claims on Twitter.
WWW
Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng
2023 J jnl
Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms.
CoRR
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su
2022 J jnl
Image Semantic Relation Generation.
CoRR
Mingzhe Du
2022 — conf
NUS-IDS at CheckThat!2022: Identifying Check-worthiness of Tweets using CheckthaT5.
CLEF (Working Notes)
Mingzhe Du, Sujatha Das Gollapalli, See-Kiong Ng
2022 — conf
SemCluster: a semi-supervised clustering tool for crowdsourced test reports with deep image understanding.
ESEC/SIGSOFT FSE
Mingzhe Du, Shengcheng Yu, Chunrong Fang, Tongyu Li, Heyuan Zhang, Zhenyu Chen
2021 B conf
A Fast, General System for Buffered Persistent Data Structures.
ICPP
Haosen Wen, Wentao Cai, Mingzhe Du, Louis Jenkins, Benjamin Valpey, Michael L. Scott
2021 J jnl
Automated Mobile App Test Script Intent Generation via Image and Code Understanding.
CoRR
Shengcheng Yu, Chunrong Fang, Tongyu Li, Mingzhe Du, Xuan Li, Jing Zhang, Yexiao Yun, Xu Wang, Zhenyu Chen
2021 A conf
Fast Nonblocking Persistence for Concurrent Data Structures.
DISC
Wentao Cai, Haosen Wen, Vladimir Maksimovski, Mingzhe Du, Rafaello Sanna, Shreif Abdallah, Michael L. Scott
2021 J jnl
Fast Nonblocking Persistence for Concurrent Data Structures.
CoRR
Wentao Cai, Haosen Wen, Vladimir Maksimovski, Mingzhe Du, Rafaello Sanna, Shreif Abdallah, Michael L. Scott
2020 J jnl
Algorithmics of Cost-Driven Computation Offloading in the Edge-Cloud Environment.
IEEE Trans. Computers
Mingzhe Du, Yang Wang, Kejiang Ye, Chengzhong Xu
2020 A conf
Brief Announcement: Building Fast Recoverable Persistent Data Structures with Montage.
DISC
Haosen Wen, Wentao Cai, Mingzhe Du, Benjamin Valpey, Michael L. Scott
2020 J jnl
Montage: A General System for Buffered Durably Linearizable Data Structures.
CoRR
Haosen Wen, Wentao Cai, Mingzhe Du, Louis Jenkins, Benjamin Valpey, Michael L. Scott
2019 B conf
On Cost-Driven Computation Offloading in the Edge: A New Model Approach.
CCGRID
Mingzhe Du, Yang Wang, Cheng-Zhong Xu
2019 — conf
SOREC: A Semantic Content-Based Recommendation System for Parsimonious Sociology Theory Construction.
BigDataService
Mingzhe Du, José M. Vidal, Barry Markovsky
2019 — conf
Using Pre-trained Embeddings to Detect the Intent of an Email.
ACIT
Zaid Alibadi, Mingzhe Du, José M. Vidal
2019 — conf
Wikitheoria: A Computational Framework for Parsimonious Sociology Theory Construction.
ACIT
Mingzhe Du, José M. Vidal, Barry Markovsky
2018 C conf
A Road-Aware Spatial Mapping for Moving Objects.
IPCCC
Xingsheng Zhao, Jingwen Shi, Mingzhe Du, Fan Ni, Song Jiang, Yang Wang
2017 J jnl
Edge Rupture Degree of Graphs.
Int. J. Found. Comput. Sci.
Yinkui Li, Mingzhe Du, Hongyan Li, Xiaolin Wang