CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction. - Chengshuai Zhao; Shuai Liu 017; Feng Huang 004; Shichao Liu 002; Wen Zhang 008 (IJCAI, 2021)

Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network. - Xiaofeng Shu; Yanjie Chen; Chuxiang Shang; Yan Zhao 010; Chengshuai Zhao; Yehang Zhu; Chuanzeng Huang; Yuxuan Wang 002 (INTERSPEECH, 2022)

Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules. - Jun Xia 001; Chengshuai Zhao; Bozhen Hu; Zhangyang Gao; Cheng Tan 012; Yue Liu 008; Siyuan Li 002; Stan Z. Li (ICLR, 2023)

Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models. - Bohan Jiang; Chengshuai Zhao; Zhen Tan 001; Huan Liu 001 (CogMI, 2024)

Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models. - Zhen Tan 001; Chengshuai Zhao; Raha Moraffah; Yifan Li; Song Wang 013; Jundong Li; Tianlong Chen 001; Huan Liu 001 (EMNLP, 2024)

The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative. - Zhen Tan 001; Chengshuai Zhao; Raha Moraffah; Yifan Li; Yu Kong 001; Tianlong Chen 001; Huan Liu 001 (CoRR, 2024)

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge. - Dawei Li 008; Bohan Jiang; Liangjie Huang; Alimohammad Beigi; Chengshuai Zhao; Zhen Tan 001; Amrita Bhattacharjee; Yuxuan Jiang; Canyu Chen; Tianhao Wu; Kai Shu; Lu Cheng 001; et al. (CoRR, 2024)

Ontology-Aware RAG for Improved Question-Answering in Cybersecurity Education. - Chengshuai Zhao; Garima Agrawal; Tharindu Kumarage; Zhen Tan 001; Yuli Deng; Ying-Chih Chen; Huan Liu 001 (CoRR, 2024)

SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention. - Chengshuai Zhao; Zhen Tan 001; Chau-Wai Wong; Xinyan Zhao; Tianlong Chen 001; Huan Liu 001 (ACL (1), 2025)

CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation. - Chengshuai Zhao; Riccardo De Maria; Tharindu Kumarage; Kumar Satvik Chaudhary; Garima Agrawal; Yiwen Li; Jongchan Park; Yuli Deng; Ying-Chih Chen; Huan Liu 001 (CoRR, 2025)

Beyond RAG: Reinforced Reasoning Augmented Generation for Clinical Notes. - Lo Pang-Yun Ting; Chengshuai Zhao; Yu-Hua Zeng; Yuan Jee Lim; Kun-Ta Chuang (CoRR, 2025)

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens. - Chengshuai Zhao; Zhen Tan 001; Pingchuan Ma 012; Dawei Li 008; Bohan Jiang; Yancheng Wang; Yingzhen Yang; Huan Liu 001 (CoRR, 2025)

Are Today's LLMs Ready to Explain Well-Being Concepts? - Bohan Jiang; Dawei Li 008; Zhen Tan 001; Chengshuai Zhao; Huan Liu 001 (CoRR, 2025)