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Jianan Ma

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2020 – today

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2026
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Fanyu Bu, Kai Ye, Jianan Ma, Tianyi Chen, Zhen Wang:
DesInsert: Strategic descriptive term insertion fools text-to-image generation. Neural Networks 200: 108857 (2026)
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  - journals/corr/abs-2603-11619
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Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li:
Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats. CoRR abs/2603.11619 (2026)
2025
[c6]
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Jianan Ma, Jingyi Wang, Qi Xuan, Zhen Wang:
Provable Repair of Deep Neural Network Defects by Preimage Synthesis and Property Refinement. CCS 2025: 4169-4183
[c5]
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Zhiming Chi, Jianan Ma, Pengfei Yang, Cheng-Chao Huang, Renjue Li, Jingyi Wang, Xiaowei Huang, Lijun Zhang:
Patch Synthesis for Property Repair of Deep Neural Networks. ICSE 2025: 1191-1203
[c4]
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Jianan Ma, Jingyi Wang, Qi Xuan, Zhen Wang:
Provable Fairness Repair for Deep Neural Networks. ASE 2025: 508-520
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Jianan Ma, Jingyi Wang, Qi Xuan, Zhen Wang:
Provable Repair of Deep Neural Network Defects by Preimage Synthesis and Property Refinement. CoRR abs/2511.07741 (2025)
2024
[c3]
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Zaiqiao Ye, Mengyao Guo, Jinda Han, Jianan Ma:
AI-Yo: Embedding Psychosocial Aspects In the Fashion Stylist Chatbot Design. Creativity & Cognition 2024: 520-526
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Jianan Ma, Pengfei Yang, Jingyi Wang, Youcheng Sun, Cheng-Chao Huang, Zhen Wang:
VeRe: Verification Guided Synthesis for Repairing Deep Neural Networks. ICSE 2024: 8:1-8:13
[i1]
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Zhiming Chi, Jianan Ma, Pengfei Yang, Cheng-Chao Huang, Renjue Li, Xiaowei Huang, Lijun Zhang:
ADVREPAIR: Provable Repair of Adversarial Attack. CoRR abs/2404.01642 (2024)

2010 – 2019

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2011
[c1]
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Desen Yang, Xiaoxia Guo, Shengguo Shi, Jianan Ma:
The investigation on the selection of measuring distance of acoustical holography. EMEIT 2011: 2388-2391

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