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2020 – today
- 2025
[j2]Zifan Peng
, Mingchen Li, Yue Wang, Daniel Y. Mo:
Prompt-based contrastive learning to combat the COVID-19 infodemic. Mach. Learn. 114(1): 6 (2025)- [c4]Zifan Peng, Yingjie Xue, Jingyu Liu:
Cross-Chain Options: A Bridgeless, Universal, and Efficient Approach. ICWS 2025: 902-912 - [c3]Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He:
Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search. USENIX Security Symposium 2025: 8055-8074 - [i14]Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He:
The Rising Threat to Emerging AI-Powered Search Engines. CoRR abs/2502.04951 (2025) - [i13]Xiang Liu, Mingchen Li, Xia Li, Leigang Qu, Zifan Peng, Yijun Song, Zemin Liu, Linshan Jiang, Jialin Li:
Automatic Pruning via Structured Lasso with Class-wise Information. CoRR abs/2502.09125 (2025) - [i12]Yule Liu, Jingyi Zheng, Zhen Sun, Zifan Peng, Wenhan Dong, Zeyang Sha, Shiwen Cui, Weiqiang Wang, Xinlei He:
Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models. CoRR abs/2504.13626 (2025) - [i11]Wenhan Dong, Yuemeng Zhao, Zhen Sun, Yule Liu, Zifan Peng, Jingyi Zheng, Zongmin Zhang, Ziyi Zhang, Jun Wu, Ruiming Wang, Shengmin Xu, Xinyi Huang, Xinlei He:
Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications. CoRR abs/2505.00049 (2025) - [i10]Ziyi Zhang, Zhen Sun, Zongmin Zhang, Zifan Peng, Yuemeng Zhao, Zichun Wang, Zeren Luo, Ruiting Zuo, Xinlei He:
"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments. CoRR abs/2505.04488 (2025) - [i9]Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Zeren Luo, Jingyi Zheng, Wenhan Dong, Xinlei He, Xuechao Wang, Yingjie Xue, Shengmin Xu, Xinyi Huang:
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models. CoRR abs/2505.17568 (2025) - [i8]Jingyi Zheng, Zifan Peng, Yule Liu, Junfeng Wang, Yifan Liao, Wenhan Dong, Xinlei He:
GasAgent: A Multi-Agent Framework for Automated Gas Optimization in Smart Contracts. CoRR abs/2507.15761 (2025) - [i7]Wenhan Dong, Zhen Sun, Yuemeng Zhao, Zifan Peng, Jun Wu, Jingyi Zheng, Yule Liu, Xinlei He, Yu Wang, Ruiming Wang, Xinyi Huang, Lei Mo:
ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities. CoRR abs/2508.14377 (2025) - [i6]Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma:
GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards. CoRR abs/2511.14045 (2025) - [i5]Zifan Peng:
MATEX: A Multi-Agent Framework for Explaining Ethereum Transactions. CoRR abs/2512.06933 (2025) - [i4]Peixian Zhang, Qiming Ye, Zifan Peng, Kiran Garimella, Gareth Tyson:
Source Coverage and Citation Bias in LLM-based vs. Traditional Search Engines. CoRR abs/2512.09483 (2025) - [i3]Jingzhe Ding, Shengda Long, Changxin Pu, Huan Zhou, Hongwan Gao, Xiang Gao, Chao He, Yue Hou, Fei Hu, Zhaojian Li, Weiran Shi, Zaiyuan Wang, Daoguang Zan, Chenchen Zhang, Xiaoxu Zhang, Qizhi Chen, Xianfu Cheng, Bo Deng, Qingshui Gu, Kai Hua, Juntao Lin, Pai Liu, Mingchen Li, Xuanguang Pan, Zifan Peng, Yujia Qin, Yong Shan, Zhewen Tan, Weihao Xie, Zihan Wang, Yishuo Yuan, Jiayu Zhang, Enduo Zhao, Yunfei Zhao, He Zhu, Chenyang Zou, Ming Ding, Jianpeng Jiao, Jiaheng Liu, Minghao Liu, Qian Liu, Chongyao Tao, Jian Yang, Tong Yang, Zhaoxiang Zhang, Xinjie Chen, Wenhao Huang, Ge Zhang:
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents. CoRR abs/2512.12730 (2025) - 2024
- [c2]Zifan Peng, Mingchen Li, Yue Wang, Daniel Y. Mo:
Prompt-Based Contrastive Learning to Combat the COVID-19 Infodemic. DSAA 2024: 1 - [i2]Jingyu Liu, Yingjie Xue, Zifan Peng, Chao Lin, Xinyi Huang:
FairRelay: Fair and Cost-Efficient Peer-to-Peer Content Delivery through Payment Channel Networks. CoRR abs/2405.02973 (2024) - [i1]Zifan Peng, Yingjie Xue, Jingyu Liu:
Efficient and Universally Accessible Cross-Chain Options without Upfront Holder Collateral. CoRR abs/2410.15724 (2024) - 2023
- [j1]Zifan Peng, Mingchen Li, Yue Wang, George T. S. Ho:
Combating the COVID-19 infodemic using Prompt-Based curriculum learning. Expert Syst. Appl. 229(Part A): 120501 (2023)
2010 – 2019
- 2016
- [c1]Zifan Peng, Yuchen Xie, Donglin Wang, Ziqian Dong:
One-to-all regularized logistic regression-based classification for WiFi indoor localization. Sarnoff Symposium 2016: 154-159
Coauthor Index
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