Jinwei Hu

According to our database, Jinwei Hu authored at least 21 papers between 2024 and 2026.

Collaborative distances:

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

2026

Responsible Agentic AI Requires Explicit Provenance.

Jinwei Hu, Xinmiao Huang, Qisong He, Youcheng Sun, Yi Dong, Xiaowei Huang

CoRR, May, 2026

Safety-Constrained Reinforcement Learning with Post-Training Reachability Verification for Robot Navigation.

Qisong He, Xinmiao Huang, Jinwei Hu, Zhuoyun Li, Yi Dong, Changshun Wu, Xiaowei Huang

CoRR, May, 2026

FragileFlow: Spectral Control of Correct-but-Fragile Predictions for Foundation Model Robustness.

Zhuoyun Li, Boxuan Wang, Jinwei Hu, Xiaowei Huang, Yi Dong

CoRR, May, 2026

PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors.

Xinmiao Huang, Jinwei Hu, Rajarshi Roy, Changshun Wu, Yi Dong, Xiaowei Huang

CoRR, May, 2026

Where Do Prompt Perturbations Break Generation? A Segment-Level View of Robustness in LoRA-Tuned Language Models.

Zhuoyun Li, Boxuan Wang, Jinwei Hu, Zhenglin Huang, Qisong He, Xinmiao Huang, Guangliang Cheng, Xiaowei Huang, Yi Dong

CoRR, May, 2026

Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage.

Jinwei Hu, Xinmiao Huang, Youcheng Sun, Yi Dong, Xiaowei Huang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments.

Jinwei Hu, Yi Dong, Youcheng Sun, Xiaowei Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Safeguarding large language models: a survey.

Yi Dong, Ronghui Mu, Yanghao Zhang, Siqi Sun, Tianle Zhang, Changshun Wu, Gaojie Jin, Yi Qi, Jinwei Hu, Jie Meng, Saddek Bensalem, Xiaowei Huang

Artif. Intell. Rev., December, 2025

Stop Reducing Responsibility in LLM-Powered Multi-Agent Systems to Local Alignment.

Jinwei Hu, Yi Dong, Shuang Ao, Zhuoyun Li, Boxuan Wang, Lokesh Singh, Guangliang Cheng, Sarvapali D. Ramchurn, Xiaowei Huang

CoRR, October, 2025

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing.

Jinwei Hu, Yi Dong, Zhengtao Ding, Xiaowei Huang

CoRR, July, 2025

Hierarchical Testing with Rabbit Optimization for Industrial Cyber-Physical Systems.

Jinwei Hu, Zezhi Tang, Xin Jin, Benyuan Zhang, Yi Dong, Xiaowei Huang

CoRR, July, 2025

TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models.

Xiangyu Yin, Yi Qi, Jinwei Hu, Zhen Chen, Yi Dong, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

CoRR, March, 2025

CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models.

Xiangyu Yin, Jiaxu Liu, Zhen Chen, Jinwei Hu, Yi Dong, Xiaowei Huang, Wenjie Ruan

CoRR, March, 2025

Position: Towards a Responsible LLM-empowered Multi-Agent Systems.

Jinwei Hu, Yi Dong, Shuang Ao, Zhuoyun Li, Boxuan Wang, Lokesh Singh, Guangliang Cheng, Sarvapali D. Ramchurn, Xiaowei Huang

CoRR, February, 2025

Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs.

Shuang Ao, Yi Dong, Jinwei Hu, Sarvapali D. Ramchurn

Trans. Assoc. Comput. Linguistics, 2025

FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model.

Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model.

Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Adaptive Guardrails For Large Language Models via Trust Modeling and In-Context Learning.

Jinwei Hu, Yi Dong, Xiaowei Huang

CoRR, 2024

Explainable Global Wildfire Prediction Models using Graph Neural Networks.

Dayou Chen, Sibo Cheng, Jinwei Hu, Matthew Kasoar, Rossella Arcucci

CoRR, 2024

Building Guardrails for Large Language Models.

Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang

CoRR, 2024

Position: Building Guardrails for Large Language Models Requires Systematic Design.

Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024