Bochuan Cao

35 papers A* 9Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models.
ICML
Yaopei Zeng, Yuanpu Cao, Bochuan Cao, Yurui Chang, Jinghui Chen, Lu Lin
2025 J jnl
Explore Data Left Behind in Reinforcement Learning for Reasoning Language Models.
CoRR
Chenxi Liu, Junjie Liang, Yuqi Jia, Bochuan Cao, Yang Bai, Heng Huang, Xun Chen
2025 — conf
JoPA: Explaining Large Language Model's Generation via Joint Prompt Attribution.
ACL (1)
Yurui Chang, Bochuan Cao, Yujia Wang, Jinghui Chen, Lu Lin
2025 — conf
Monitoring Decoding: Mitigating Hallucination via Evaluating the Factuality of Partial Response during Generation.
ACL (Findings)
Yurui Chang, Bochuan Cao, Lu Lin
2025 J jnl
Monitoring Decoding: Mitigating Hallucination via Evaluating the Factuality of Partial Response during Generation.
CoRR
Yurui Chang, Bochuan Cao, Lu Lin
2025 — conf
On the Convergence of Moral Self-Correction in Large Language Models.
IJCNLP-AACL (long papers)
Guangliang Liu, Haitao Mao, Bochuan Cao, Xitong Zhang, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson
2025 J jnl
On the Convergence of Moral Self-Correction in Large Language Models.
CoRR
Guangliang Liu, Haitao Mao, Bochuan Cao, Zhiyu Xue, Xitong Zhang, Rongrong Wang, Kristen Marie Johnson
2025 A* conf
TruthFlow: Truthful LLM Generation via Representation Flow Correction.
ICML
Hanyu Wang, Bochuan Cao, Yuanpu Cao, Jinghui Chen
2025 J jnl
TruthFlow: Truthful LLM Generation via Representation Flow Correction.
CoRR
Hanyu Wang, Bochuan Cao, Yuanpu Cao, Jinghui Chen
2025 A* conf
Watch the Watchers! On the Security Risks of Robustness-Enhancing Diffusion Models.
USENIX Security Symposium
Changjiang Li, Ren Pang, Bochuan Cao, Jinghui Chen, Fenglong Ma, Shouling Ji, Ting Wang
2025 — conf
WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response.
NAACL (Findings)
Tianrong Zhang, Bochuan Cao, Yuanpu Cao, Lu Lin, Prasenjit Mitra, Jinghui Chen
2025 A* conf
You Can't Steal Nothing: Mitigating Prompt Leakages in LLMs via System Vectors.
CCS
Bochuan Cao, Changjiang Li, Yuanpu Cao, Yameng Ge, Ting Wang, Jinghui Chen
2025 J jnl
You Can't Steal Nothing: Mitigating Prompt Leakages in LLMs via System Vectors.
CoRR
Bochuan Cao, Changjiang Li, Yuanpu Cao, Yameng Ge, Ting Wang, Jinghui Chen
2025 J jnl
Your Agent Can Defend Itself against Backdoor Attacks.
CoRR
Changjiang Li, Jiacheng Liang, Bochuan Cao, Jinghui Chen, Ting Wang
2024 J jnl
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models.
CoRR
Yaopei Zeng, Yuanpu Cao, Bochuan Cao, Yurui Chang, Jinghui Chen, Lu Lin
2024 A* conf
Data Free Backdoor Attacks.
NeurIPS
Bochuan Cao, Jinyuan Jia, Chuxuan Hu, Wenbo Guo, Zhen Xiang, Jinghui Chen, Bo Li, Dawn Song
2024 J jnl
Data Free Backdoor Attacks.
CoRR
Bochuan Cao, Jinyuan Jia, Chuxuan Hu, Wenbo Guo, Zhen Xiang, Jinghui Chen, Bo Li, Dawn Song
2024 — conf
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM.
ACL (1)
Bochuan Cao, Yuanpu Cao, Lu Lin, Jinghui Chen
2024 — conf
Jailbreak Open-Sourced Large Language Models via Enforced Decoding.
ACL (1)
Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu
2024 A* conf
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks.
USENIX Security Symposium
Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang
2024 J jnl
On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept.
CoRR
Guangliang Liu, Haitao Mao, Bochuan Cao, Zhiyu Xue, Kristen Marie Johnson, Jiliang Tang, Rongrong Wang
2024 A* conf
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization.
NeurIPS
Yuanpu Cao, Tianrong Zhang, Bochuan Cao, Ziyi Yin, Lu Lin, Fenglong Ma, Jinghui Chen
2024 J jnl
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization.
CoRR
Yuanpu Cao, Tianrong Zhang, Bochuan Cao, Ziyi Yin, Lu Lin, Fenglong Ma, Jinghui Chen
2024 — conf
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections.
NAACL-HLT
Yuanpu Cao, Bochuan Cao, Jinghui Chen
2024 J jnl
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models.
CoRR
Changjiang Li, Ren Pang, Bochuan Cao, Jinghui Chen, Fenglong Ma, Shouling Ji, Ting Wang
2024 J jnl
WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response.
CoRR
Tianrong Zhang, Bochuan Cao, Yuanpu Cao, Lu Lin, Prasenjit Mitra, Jinghui Chen
2024 J jnl
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution.
CoRR
Yurui Chang, Bochuan Cao, Yujia Wang, Jinghui Chen, Lu Lin
2023 J jnl
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM.
CoRR
Bochuan Cao, Yuanpu Cao, Lu Lin, Jinghui Chen
2023 A* conf
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI.
NeurIPS
Bochuan Cao, Changjiang Li, Ting Wang, Jinyuan Jia, Bo Li, Jinghui Chen
2023 J jnl
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI.
CoRR
Bochuan Cao, Changjiang Li, Ting Wang, Jinyuan Jia, Bo Li, Jinghui Chen
2023 J jnl
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks.
CoRR
Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang
2023 J jnl
On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
CoRR
Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu
2023 J jnl
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections.
CoRR
Yuanpu Cao, Bochuan Cao, Jinghui Chen
2022 A* conf
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time.
NeurIPS
Huaxiu Yao, Caroline Choi, Bochuan Cao, Yoonho Lee, Pang Wei Koh, Chelsea Finn
2022 J jnl
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time.
CoRR
Huaxiu Yao, Caroline Choi, Bochuan Cao, Yoonho Lee, Pang Wei Koh, Chelsea Finn