Ruoxi Cheng

According to our database, Ruoxi Cheng authored at least 21 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Oyster-I: Beyond Refusal - Constructive Safety Alignment for Responsible Language Models.

Ranjie Duan, Jiexi Liu, Xiaojun Jia, Shiji Zhao, Ruoxi Cheng, Fengxiang Wang, Cheng Wei, Yong Xie, Chang Liu, Defeng Li, Yinpeng Dong, Yichi Zhang, Yuefeng Chen, Chongwen Wang, Xingjun Ma, Xingxing Wei, Yang Liu, Hang Su, Jun Zhu, Xinfeng Li, Yitong Sun, Jie Zhang, Jinzhao Hu, Sha Xu, Wenchao Yang, Yitong Yang, Xingyao Zhang, Yingshui Tan, Jialing Tao, Hui Xue

CoRR, September, 2025

Strata-Sword: A Hierarchical Safety Evaluation towards LLMs based on Reasoning Complexity of Jailbreak Instructions.

Shiji Zhao, Ranjie Duan, Jiexi Liu, Xiaojun Jia, Fengxiang Wang, Cheng Wei, Ruoxi Cheng, Yong Xie, Chang Liu, Qing Guo, Jialing Tao, Hui Xue, Xingxing Wei

CoRR, September, 2025

L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training.

Li Li, Yingzhe Peng, Xu Yang, Ruoxi Cheng, Haiyang Xu, Ming Yan, Fei Huang

CoRR, July, 2025

DMRL: Data- and Model-aware Reward Learning for Data Extraction.

Zhiqiang Wang, Ruoxi Cheng

CoRR, May, 2025

SRMIR: Shadow Reward Models Based on Introspective Reasoning for LLM Alignment.

Ruoxi Cheng, Shuirong Cao

CoRR, March, 2025

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining.

Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Zhiqiang Wang

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Speaker Inference Detection Using Only Text.

Ruoxi Cheng, Yizhong Ding, Shaowei Yuan, Zhiqiang Wang

Proceedings of the Information and Communications Security - 27th International Conference, 2025

Introspective Reward Modeling via Inverse Reinforcement Learning for LLM Alignment.

Zhiqiang Wang, Ruoxi Cheng, Shaowei Yuan, Yizhong Ding, Rui Zhang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Talk the Talk, Debate the Bias: LLM Alignment via Role-Play Rumble.

Ruoxi Cheng, Zhiqiang Wang, Shaowei Yuan, Yizhong Ding, Rui Zhang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

USMID: A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining.

Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Shitong Shao, Zhiqiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2025

AGR: Age Group fairness Reward for Bias Mitigation in LLMs.

Shuirong Cao, Ruoxi Cheng, Zhiqiang Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts.

Aihua Pei, Zehua Yang, Shunan Zhu, Ruoxi Cheng, Ju Jia

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization.

Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Ranjie Duan, Xiaoshuang Jia, Shaowei Yuan, Zhiqiang Wang, Xiaojun Jia

CoRR, 2024

A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining.

Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Shitong Shao, Zhiqiang Wang

CoRR, 2024

KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs.

Aihua Pei, Zehua Yang, Shunan Zhu, Ruoxi Cheng, Ju Jia, Lina Wang

CoRR, 2024

Identity Inference from CLIP Models using Only Textual Data.

Songze Li, Ruoxi Cheng, Xiaojun Jia

CoRR, 2024

RLRF: Reinforcement Learning from Reflection through Debates as Feedback for Bias Mitigation in LLMs.

Ruoxi Cheng, Haoxuan Ma, Shuirong Cao, Tianyu Shi

CoRR, 2024

Forecasting Government Bond Yields Based on Multi-Factor LSTM Model.

Guangwu Kuang, Yue Yu, Ruoxi Cheng

Proceedings of the 2024 4th International Conference on Big Data, 2024

Optimal Scheduling of Integrated Electric-Gas-Heat Energy System Considering Carbon Emission and User Satisfaction of Heat Supply Network.

Xianwen Lu, Chengfu Wang, Chunling Liu, Chao Liu, Ya Su, Ruoxi Cheng, Jinyu Chen, Maoxin Chen

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2024

Active and Reactive Power Coordinated Optimal Dispatch in Active Distribution Network Considering Demand Response and Distributed Energy Storage Cooperative Interaction.

Ruoxi Cheng, Chengfu Wang, Shuang Dong, Guoying Wang, Chunling Liu, Kang Wang, Xianwen Lu, Ya Su

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2024

2021

AI Enabled IoRT Framework for Rodent Activity Monitoring in a False Ceiling Environment.

Balakrishnan Ramalingam, Thein Tun, Rajesh Elara Mohan, Braulio Félix Gómez, Ruoxi Cheng, Selvasundari Balakrishnan, Madan Mohan Rayaguru, Abdullah Aamir Hayat

Sensors, 2021