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ORCIDJuan Zhai
Publications
- 2025
[j7]Xiaoyu Zhang
, Chao Shen, Shiqing Ma, Juan Zhai, Chenhao Lin:
An Automated Monitoring and Repairing System for DNN Training. IEEE Trans. Dependable Secur. Comput. 22(2): 1655-1673 (2025)- [j6]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Xiaohong Guan, Chao Shen:
DREAM: Debugging and Repairing AutoML Pipelines. ACM Trans. Softw. Eng. Methodol. 34(4): 95:1-95:29 (2025) - [c40]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Qian Wang, Chao Shen, Yang Liu:
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation. ACL (1) 2025: 21376-21403 - [c39]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, Yang Liu:
STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning. ICLR 2025 - [c38]Weipeng Jiang, Zhenting Wang, Juan Zhai, Shiqing Ma, Zhengyu Zhao, Chao Shen:
An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer. NAACL (Findings) 2025: 5471-5483 - [i34]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen, Yang Liu:
Unveiling Provider Bias in Large Language Models for Code Generation. CoRR abs/2501.07849 (2025) - [i33]Weipeng Jiang, Juan Zhai, Shiqing Ma, Ziyan Lei, Xiaofei Xie, Yige Wang, Chao Shen:
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal. CoRR abs/2502.18810 (2025) - [i32]Xuanqi Gao, Siyi Xie, Juan Zhai, Shqing Ma, Chao Shen:
MCP-RADAR: A Multi-Dimensional Benchmark for Evaluating Tool Use Capabilities in Large Language Models. CoRR abs/2505.16700 (2025) - [i26]Xuanqi Gao, Juan Zhai, Shiqing Ma, Siyi Xie, Chao Shen:
ASSURE: Metamorphic Testing for AI-powered Browser Extensions. CoRR abs/2507.05307 (2025) - [i22]Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Siyi Xie, Xinyang Yin, Chao Shen:
Mitigating Stylistic Biases of Machine Translation Systems via Monolingual Corpora Only. CoRR abs/2507.13395 (2025) - 2024
- [j3]Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings. Proc. ACM Softw. Eng. 1(FSE): 906-928 (2024) - [c34]Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
Efficient DNN-Powered Software with Fair Sparse Models. ISSTA 2024: 983-995 - [i20]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen:
DREAM: Debugging and Repairing AutoML Pipelines. CoRR abs/2401.00379 (2024) - [i18]Weipeng Jiang, Xuanqi Gao, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
From Effectiveness to Efficiency: Comparative Evaluation of Code Generated by LCGMs for Bilingual Programming Questions. CoRR abs/2406.00602 (2024) - [i16]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Shiwei Wang, Chao Shen:
CITADEL: Context Similarity Based Deep Learning Framework Bug Finding. CoRR abs/2406.12196 (2024) - [i14]Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
Efficient DNN-Powered Software with Fair Sparse Models. CoRR abs/2407.02805 (2024) - [i12]Weipeng Jiang, Zhenting Wang, Juan Zhai, Shiqing Ma, Zhengyu Zhao, Chao Shen:
Unlocking Adversarial Suffix Optimization Without Affirmative Phrases: Efficient Black-box Jailbreaking via LLM as Optimizer. CoRR abs/2408.11313 (2024) - [i9]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, Yang Liu:
Speculative Coreset Selection for Task-Specific Fine-tuning. CoRR abs/2410.01296 (2024) - 2023
- [c30]Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Shiwei Wang:
CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement. ISSTA 2023: 475-487 - [i7]Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Shiwei Wang:
CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement. CoRR abs/2304.04222 (2023) - 2022
- [c26]Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang:
Fairneuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons. ICSE 2022: 921-933 - [i3]Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang:
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons. CoRR abs/2204.02567 (2022) - 2021
- [c23]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen:
AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair System. ICSE 2021: 359-371
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