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Sheng Cheng
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Publications
- 2025
[c38]Yanming Liu
, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du:
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models. AAAI 2025: 26317-26325
[c36]Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang:
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding. ICLR 2025
[c35]Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yuwei Zhang, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du:
Tool-Planner: Task Planning with Clusters across Multiple Tools. ICLR 2025- 2024
[c31]Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin:
SecCoder: Towards Generalizable and Robust Secure Code Generation. EMNLP 2024: 14557-14571
[c29]Shibo Hong
, Xuhong Zhang
, Tianyu Du
, Sheng Cheng
, Xun Wang
, Jianwei Yin
:
Cons2Plan: Vector Floorplan Generation from Various Conditions via a Learning Framework based on Conditional Diffusion Models. ACM Multimedia 2024: 3248-3256
[c28]Qinfeng Li
, Zhiqiang Shen
, Zhenghan Qin
, Yangfan Xie
, Xuhong Zhang
, Tianyu Du
, Sheng Cheng
, Xun Wang
, Jianwei Yin
:
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment. ACM Multimedia 2024: 3479-3488
[i16]Yanming Liu, Xinyue Peng, Yuwei Zhang, Jiannan Cao, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du:
Tool-Planner: Dynamic Solution Tree Planning for Large Language Model with Tool Clustering. CoRR abs/2406.03807 (2024)
[i15]Yanming Liu, Xinyue Peng, Jiannan Cao, Yuwei Zhang, Chen Ma, Songhang Deng, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du:
MemDPT: Differential Privacy for Memory Efficient Language Models. CoRR abs/2406.11087 (2024)
[i12]Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin:
SecCoder: Towards Generalizable and Robust Secure Code Generation. CoRR abs/2410.01488 (2024)
[i11]Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du:
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding. CoRR abs/2410.01671 (2024)

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