Jingnan Zheng

According to our database, Jingnan Zheng authored at least 15 papers between 2022 and 2026.

Collaborative distances:

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

2026

Do LLMs and VLMs Share Neurons for Inference? Evidence and Mechanisms of Cross-Modal Transfer.

Chenhang Cui, An Zhang, Yuxin Chen, Gelei Deng, Jingnan Zheng, Zhenkai Liang, Xiang Wang, Tat-Seng Chua

CoRR, February, 2026

Transport and Merge: Cross-Architecture Merging for Large Language Models.

Chenhang Cui, Binyun Yang, Fei Shen, Yuxin Chen, Jingnan Zheng, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, February, 2026

Risky-Bench: Probing Agentic Safety Risks under Real-World Deployment.

Jingnan Zheng, Yanzhen Luo, Jingjun Xu, Bingnan Liu, Yuxin Chen, Chenhang Cui, Gelei Deng, Chaochao Lu, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, February, 2026

Self-Guard: Defending Large Reasoning Models via enhanced self-reflection.

Jingnan Zheng, Jingjun Xu, Yanzhen Luo, Chenhang Cui, Gelei Deng, Zhenkai Liang, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, February, 2026

2025

RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards.

Jingnan Zheng, Xiangtian Ji, Yijun Lu, Chenhang Cui, Weixiang Zhao, Gelei Deng, Zhenkai Liang, An Zhang, Tat-Seng Chua

CoRR, June, 2025

An Area-Efficient High-Precision Analog Front End for Battery Management System.

Kuan Deng, Jie Ding, Jingnan Zheng, Yongzhen Chen, Jiangfeng Wu

IEEE Trans. Circuits Syst. II Express Briefs, May, 2025

A 16-bit 1-MS/s SAR ADC With Capacitor Mismatch Self-Calibration.

Jie Ding, Fuming Liu, Kuan Deng, Zihan Zheng, Jingnan Zheng, Yongzhen Chen, Jiangfeng Wu

IEEE Trans. Very Large Scale Integr. Syst., January, 2025

2024

Robust Collaborative Filtering to Popularity Distribution Shift.

An Zhang, Wenchang Ma, Jingnan Zheng, Xiang Wang, Tat-Seng Chua

ACM Trans. Inf. Syst., May, 2024

Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models.

Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua

CoRR, 2024

MASKDROID: Robust Android Malware Detection with Masked Graph Representations.

Jingnan Zheng, Jiaohao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua

CoRR, 2024

Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses.

Teng Ye, Jingnan Zheng, Junhui Jin, Jingyi Qiu, Wei Ai, Qiaozhu Mei

CoRR, 2024

ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation.

Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MaskDroid: Robust Android Malware Detection with Masked Graph Representations.

Jingnan Zheng, Jiahao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

2023

Invariant Collaborative Filtering to Popularity Distribution Shift.

An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua

Proceedings of the ACM Web Conference 2023, 2023

2022

OAG-BERT: Towards a Unified Backbone Language Model for Academic Knowledge Services.

Xiao Liu, Da Yin, Jingnan Zheng, Xingjian Zhang, Peng Zhang, Hongxia Yang, Yuxiao Dong, Jie Tang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022