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ORCIDJunda He
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2020 – today
- 2025
[j8]Junda He, Bowen Xu, Zhou Yang, DongGyun Han, Chengran Yang, Jiakun Liu, Zhipeng Zhao, David Lo:
PTM4Tag+: Tag recommendation of stack overflow posts with pre-trained models. Empir. Softw. Eng. 30(1): 28 (2025)- 2024
- [j7]Junda He
, Xin Zhou, Bowen Xu, Ting Zhang, Kisub Kim, Zhou Yang, Ferdian Thung, Ivana Clairine Irsan, David Lo:
Representation Learning for Stack Overflow Posts: How Far Are We? ACM Trans. Softw. Eng. Methodol. 33(3): 69:1-69:24 (2024) - [j6]Zhou Yang, Bowen Xu, Jie M. Zhang, Hong Jin Kang, Jieke Shi, Junda He, David Lo:
Stealthy Backdoor Attack for Code Models. IEEE Trans. Software Eng. 50(4): 721-741 (2024) - [j5]Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Hung Huu Nguyen, Thanh Le-Cong, Junda He, Bach Le, David Lo:
Leveraging Large Language Model for Automatic Patch Correctness Assessment. IEEE Trans. Software Eng. 50(11): 2865-2883 (2024) - [c9]Jieke Shi, Zhou Yang, Hong Jin Kang, Bowen Xu, Junda He, David Lo:
Greening Large Language Models of Code. ICSE (SEIS) 2024: 142-153 - [c8]Junda He, Zhou Yang, Jieke Shi, Chengran Yang, Kisub Kim, Bowen Xu, Xin Zhou, David Lo:
Curiosity-Driven Testing for Sequential Decision-Making Process. ICSE 2024: 165:1-165:14 - [c7]Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Kecen Li, Arunesh Sinha, Bowen Xu, Xinwen Hou, David Lo, Tianhao Wang:
Baffle: Hiding Backdoors in Offline Reinforcement Learning Datasets. SP 2024: 2086-2104 - [i18]Junda He, Christoph Treude, David Lo:
LLM-Based Multi-Agent Systems for Software Engineering: Vision and the Road Ahead. CoRR abs/2404.04834 (2024) - [i17]Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, Han Hu, Wenhao Yu, Ratnadira Widyasari, Imam Nur Bani Yusuf, Haolan Zhan, Junda He, Indraneil Paul, Simon Brunner, Chen Gong, Thong Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav, Naman Jain, Alex Gu, Zhoujun Cheng, Jiawei Liu, Qian Liu, Zijian Wang, David Lo, Binyuan Hui, Niklas Muennighoff, Daniel Fried, Xiaoning Du, Harm de Vries, Leandro von Werra:
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions. CoRR abs/2406.15877 (2024) - [i16]Junda He, Bowen Xu, Zhou Yang, DongGyun Han, Chengran Yang, Jiakun Liu, Zhipeng Zhao, David Lo:
PTM4Tag+: Tag Recommendation of Stack Overflow Posts with Pre-trained Models. CoRR abs/2408.02311 (2024) - [i15]Jieke Shi, Zhou Yang, Junda He, Bowen Xu, Dongsun Kim, DongGyun Han, David Lo:
Finding Safety Violations of AI-Enabled Control Systems through the Lens of Synthesized Proxy Programs. CoRR abs/2410.04986 (2024) - [i14]Jieke Shi, Junda He, Zhou Yang, Dorde Zikelic, David Lo:
Synthesizing Efficient and Permissive Programmatic Runtime Shields for Neural Policies. CoRR abs/2410.05641 (2024) - 2023
- [c6]Xin Zhou, Bowen Xu, DongGyun Han, Zhou Yang, Junda He, David Lo:
CCBERT: Self-Supervised Code Change Representation Learning. ICSME 2023: 182-193 - [c5]Xin Zhou, Kisub Kim, Bowen Xu, DongGyun Han, Junda He, David Lo:
Generation-based Code Review Automation: How Far Are Weƒ. ICPC 2023: 215-226 - [i13]Zhou Yang, Bowen Xu, Jie M. Zhang, Hong Jin Kang, Jieke Shi, Junda He, David Lo:
Stealthy Backdoor Attack for Code Models. CoRR abs/2301.02496 (2023) - [i12]Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Thanh Le-Cong, Junda He, Bach Le, David Lo:
PatchZero: Zero-Shot Automatic Patch Correctness Assessment. CoRR abs/2303.00202 (2023) - [i11]Junda He, Xin Zhou, Bowen Xu, Ting Zhang, Kisub Kim, Zhou Yang, Ferdian Thung, Ivana Clairine Irsan, David Lo:
Representation Learning for Stack Overflow Posts: How Far are We? CoRR abs/2303.06853 (2023) - [i10]Xin Zhou, Kisub Kim, Bowen Xu, DongGyun Han, Junda He, David Lo:
Generation-based Code Review Automation: How Far Are We? CoRR abs/2303.07221 (2023) - [i9]Jieke Shi, Zhou Yang, Hong Jin Kang, Bowen Xu, Junda He, David Lo:
Towards Smaller, Faster, and Greener Language Models of Code. CoRR abs/2309.04076 (2023) - [i8]Xin Zhou, Bowen Xu, DongGyun Han, Zhou Yang, Junda He, David Lo:
CCBERT: Self-Supervised Code Change Representation Learning. CoRR abs/2309.15474 (2023) - [i7]Chengran Yang, Jiakun Liu, Bowen Xu, Christoph Treude, Yunbo Lyu, Junda He, Ming Li, David Lo:
APIDocBooster: An Extract-Then-Abstract Framework Leveraging Large Language Models for Augmenting API Documentation. CoRR abs/2312.10934 (2023) - 2022
- [j4]Edoardo Fadda, Junda He, Claudio J. Tessone, Paolo Barucca:
Consensus formation on heterogeneous networks. EPJ Data Sci. 11(1): 34 (2022) - [c4]Zhou Yang, Jieke Shi, Junda He, David Lo:
Natural Attack for Pre-trained Models of Code. ICSE 2022: 1482-1493 - [c3]Junda He, Bowen Xu, Zhou Yang, DongGyun Han, Chengran Yang, David Lo:
PTM4Tag: sharpening tag recommendation of stack overflow posts with pre-trained models. ICPC 2022: 1-11 - [c2]Chengran Yang, Bowen Xu, Ferdian Thung, Yucen Shi, Ting Zhang, Zhou Yang, Xin Zhou, Jieke Shi, Junda He, DongGyun Han, David Lo:
Answer Summarization for Technical Queries: Benchmark and New Approach. ASE 2022: 8:1-8:13 - [c1]Jieke Shi, Zhou Yang, Junda He, Bowen Xu, David Lo:
Can Identifier Splitting Improve Open-Vocabulary Language Model of Code? SANER 2022: 1134-1138 - [i6]Jieke Shi, Zhou Yang, Junda He, Bowen Xu, David Lo:
Can Identifier Splitting Improve Open-Vocabulary Language Model of Code? CoRR abs/2201.01988 (2022) - [i5]Zhou Yang, Jieke Shi, Junda He, David Lo:
Natural Attack for Pre-trained Models of Code. CoRR abs/2201.08698 (2022) - [i4]Junda He, Bowen Xu, Zhou Yang, DongGyun Han, Chengran Yang, David Lo:
PTM4Tag: Sharpening Tag Recommendation of Stack Overflow Posts with Pre-trained Models. CoRR abs/2203.10965 (2022) - [i3]Chengran Yang, Bowen Xu, Ferdian Thung, Yucen Shi, Ting Zhang, Zhou Yang, Xin Zhou, Jieke Shi, Junda He, DongGyun Han, David Lo:
Answer Summarization for Technical Queries: Benchmark and New Approach. CoRR abs/2209.10868 (2022) - [i2]Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Arunesh Sinha, Bowen Xu, Xinwen Hou, Guoliang Fan, David Lo:
Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets. CoRR abs/2210.04688 (2022) - 2021
- [i1]Edoardo Fadda, Junda He, Claudio J. Tessone, Paolo Barucca:
Consensus formation on heterogeneous networks. CoRR abs/2111.11949 (2021)
2010 – 2019
- 2018
- [j3]Junda He, Chuan Zhou, Tengli Wang, Jian Guo:
Consensus control of networked multi-agent systems based on a novel hybrid transmission strategy. IMA J. Math. Control. Inf. 35(4): 1281-1296 (2018) - [j2]Zhengqing Shi, Junda He, Tengli Wang, Chuan Zhou, Jian Guo:
Optimal formation control and collision avoidance in environment with multiple rectangle obstacles. J. Frankl. Inst. 355(15): 7626-7642 (2018) - 2017
- [j1]Junda He, Chuan Zhou, Jian Guo:
Formation control of networked multi-agent systems based on a novel event-triggered transmission strategy. Int. J. Autom. Control. 11(4): 447-461 (2017)
Coauthor Index
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