Anda Cheng

27 papers A* 6Misc 2Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
GradPruner: Gradient-Guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang
2026 J jnl
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang, Lei Wang, Tao Wei
2026 J jnl
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning.
Proc. VLDB Endow.
Wei Huang, Anda Cheng, Yinggui Wang, Lei Wang, Tao Wei
2025 A* conf
A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization.
EMNLP
Anda Cheng, Wei Huang, Yinggui Wang
2025 J jnl
CPA-RAG:Covert Poisoning Attacks on Retrieval-Augmented Generation in Large Language Models.
CoRR
Chunyang Li, Junwei Zhang, Anda Cheng, Zhuo Ma, Xinghua Li, Jianfeng Ma
2025 — conf
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment.
EMNLP (Findings)
Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang
2025 J jnl
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment.
CoRR
Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang
2025 A* conf
Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models.
IJCAI
Yiran Xu, Nan Zhong, Guobiao Li, Anda Cheng, Yinggui Wang, Zhenxing Qian, Xinpeng Zhang
2025 A* conf
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning.
EMNLP
Wei Huang, Anda Cheng, Yinggui Wang
2025 J jnl
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning.
CoRR
Wei Huang, Anda Cheng, Yinggui Wang
2025 J jnl
The Shawshank Redemption of Embodied AI: Understanding and Benchmarking Indirect Environmental Jailbreaks.
CoRR
Chunyang Li, Zifeng Kang, Junwei Zhang, Zhuo Ma, Anda Cheng, Xinghua Li, Jianfeng Ma
2024 Misc conf
A Fast, Performant, Secure Distributed Training Framework For LLM.
ICASSP
Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
2024 J jnl
A Fast, Performant, Secure Distributed Training Framework For Large Language Model.
CoRR
Wei Huang, Yinggui Wang, Anda Cheng, Aihui Zhou, Chaofan Yu, Lei Wang
2024 J jnl
Information Leakage from Embedding in Large Language Models.
CoRR
Zhipeng Wan, Anda Cheng, Yinggui Wang, Lei Wang
2023 Misc conf
APGP: Accuracy-Preserving Generative Perturbation for Defending Against Model Cloning Attacks.
ICASSP
Anda Cheng, Jian Cheng
2023 J jnl
HPN: Personalized Federated Hyperparameter Optimization.
CoRR
Anda Cheng, Zhen Wang, Yaliang Li, Jian Cheng
2022 A* conf
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy.
AAAI
Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang, Qiang Chen, Peisong Wang, Jian Cheng
2022 A* conf
Differentially Private Federated Learning with Local Regularization and Sparsification.
CVPR
Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng
2022 J jnl
Differentially Private Federated Learning with Local Regularization and Sparsification.
CoRR
Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng
2022 A* conf
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient.
NeurIPS
Weihan Cao, Yifan Zhang, Jianfei Gao, Anda Cheng, Ke Cheng, Jian Cheng
2022 J jnl
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient.
CoRR
Weihan Cao, Yifan Zhang, Jianfei Gao, Anda Cheng, Ke Cheng, Jian Cheng
2021 J jnl
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy.
CoRR
Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang, Qiang Chen, Peisong Wang, Jian Cheng
2021 J jnl
SpatialFlow: Bridging All Tasks for Panoptic Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Qiang Chen, Anda Cheng, Xiangyu He, Peisong Wang, Jian Cheng
2021 J jnl
Unsupervised Network Quantization via Fixed-Point Factorization.
IEEE Trans. Neural Networks Learn. Syst.
Peisong Wang, Xiangyu He, Qiang Chen, Anda Cheng, Qingshan Liu, Jian Cheng
2020 J jnl
Robust one-stage object detection with location-aware classifiers.
Pattern Recognit.
Qiang Chen, Peisong Wang, Anda Cheng, Wanguo Wang, Yifan Zhang, Jian Cheng
2019 J jnl
Location-aware Upsampling for Semantic Segmentation.
CoRR
Xiangyu He, Zitao Mo, Qiang Chen, Anda Cheng, Peisong Wang, Jian Cheng
2019 J jnl
SpatialFlow: Bridging All Tasks for Panoptic Segmentation.
CoRR
Qiang Chen, Anda Cheng, Xiangyu He, Peisong Wang, Jian Cheng