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Ai-Dong Zhang · SciRah

Researcher profile · Semantic Scholar

Ai-Dong Zhang

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Ai-Dong Zhang — researcher profile on SciRah

h-index: 8
Works: 27
Citations: 1,030

Most-cited papers

Benchmarking Retrieval-Augmented Generation for Medicine
Guang-Zhi Xiong, Qiao Jin, Zhi-Yong Lu, Ai-Dong Zhang
2024Annual Meeting of the Association for Computational Linguistics678 citations
Semantic Scholar
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions
Guang-Zhi Xiong, Qiao Jin, Xiao Wang, Min-Jia Zhang +2 more
2024Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing144 citations Open access
Semantic Scholar
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
Sikun Guo, Amir Hassan Shariatmadari, Guang-Zhi Xiong, Albert Huang +4 more
2025Knowledge Discovery and Data Mining62 citations Open access
Semantic Scholar
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models
Guang-Zhi Xiong, Eric Xie, Amir Hassan Shariatmadari, Sikun Guo +2 more
2024arXiv.org35 citations
Semantic Scholar
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
Sikun Guo, Amir Hassan Shariatmadari, Guang-Zhi Xiong, Albert Huang +3 more
2024arXiv.org23 citations
Semantic Scholar
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews
Hui-Rong Xu, Seung-Jun Yi, Terence Lim, Jiawei Xu +8 more
2025ACM Transactions on Computing for Healthcare20 citations Open access
Semantic Scholar
AI-enabled scientific revolution in the age of generative AI: second NSF workshop report
A. Karpatne, Aryan Deshwal, Xiao-Wei Jia, Wei Ding +3 more
2025npj Artificial Intelligence18 citations Open access
Semantic Scholar
Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models
Guang-Zhi Xiong, Eric Xie, Corey M. Williams, Myles Kim +4 more
2025International Joint Conference on Artificial Intelligence16 citations Open access
Semantic Scholar
SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations
Eric Xie, Danielle A. Waterfield, Michael Kennedy, Ai-Dong Zhang
2025AAAI Conference on Artificial Intelligence8 citations
Semantic Scholar
A Self-explaining Neural Architecture for Generalizable Concept Learning
Sanchit Sinha, Guang-Zhi Xiong, Ai-Dong Zhang
2024International Joint Conference on Artificial Intelligence6 citations
Semantic Scholar
DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data
Guang-Zhi Xiong, Nathan Leroy, S. Bekiranov, Nathan C. Sheffield +1 more
2023bioRxiv6 citations Open access
Semantic Scholar
Comparative Study of Large Language Model Evaluation Frameworks with a Focus on NLP vs LLM-As-A-Judge Metrics
Afnan Alabdulwahab, Chloe Japic, Colby Le, Disha Dubey +6 more
2025Systems and Information Engineering Design Symposium5 citations
Semantic Scholar
MathlibLemma: Folklore Lemma Generation and Benchmark for Formal Mathematics
Xin-Yu Liu, Zi-Xuan Xie, Amir Moeini, Claire Chen +4 more
2026arXiv.org4 citations
Semantic Scholar
DARDN: A Deep-Learning Approach for CTCF Binding Sequence Classification and Oncogenic Regulatory Feature Discovery
Hyun Jae Cho, Zhenjia Wang, Yidan Cong, S. Bekiranov +2 more
2024bioRxiv4 citations Open access
Semantic Scholar
Leveraging Social Determinants of Health (SDoH) Knowledge Graph to Identify Latent Patterns in Veteran Suicide Risk
Chu-Ming Chen, Fahmida Liza Piya, Joshua A. Rolnick, Suzanne A. Milbourne +6 more
20252025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)3 citations
Semantic Scholar
Harnessing the Power of Knowledge Graphs to Enhance LLM Explainability in the BioMedical Domain
Amir Hassan Shariatmadari, Sikun Guo, Sneha Srinivasan, Ai-Dong Zhang
3 citations
Semantic Scholar
ALPS: Measuring Valid Creativity in Large Language Models with Mathematical Construction
Eric Xie, Wenqian Ye, Ai-Dong Zhang
20261 citations
Semantic Scholar
ProofEvolve: Neuro-Symbolic Evolution for Formal Automated Theorem Proving
Wenqian Ye, Ziwei Guan, Eric Xie, Bo-Han Liu +5 more
20261 citations
Semantic Scholar
Heterogeneous Agentic Coevolution
Wenqian Ye, Ziwei Guan, Zi-Jun Yang, Shivani Modi +13 more
20261 citations
Semantic Scholar
InfAL: Inference Time Adversarial Learning for Improving Research Ideation
Sikun Guo, Amir Hassan Shariatmadari, Peng Wang, Albert Huang +1 more
2025Conference on Empirical Methods in Natural Language Processing1 citations Open access
Semantic Scholar
Generating Synthetic Single Cell Data from Bulk RNA-seq Using a Pretrained Variational Autoencoder
Hyun Jae Cho, Eric Xie, Ai-Dong Zhang, S. Bekiranov
2024bioRxiv1 citations Open access
Semantic Scholar
LabBook: Harnessing Experimental History for Efficient LLM-Driven Discovery
Bo Yuan, Wenqian Ye, Ze-Lin Zhao, Lama Moukheiber +3 more
20260 citations
Semantic Scholar
Concept-Residual Representation Expansion for Robustness to Spurious Correlations
Eric Xie, Guang-Zhi Xiong, Wenqian Ye, Ai-Dong Zhang
2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.20 citations Open access
Semantic Scholar
InfRL: Inference-time Reinforcement Learning for Research Idea Optimization
Sikun Guo, Amir Hassan Shariatmadari, Jiuqi Wang, Albert Huang +3 more
2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.20 citations Open access
Semantic Scholar
Assessing safety and trustworthiness of large language models in medicine
Yi-Fan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu +14 more
2026Communications Medicine0 citations Open access
Semantic Scholar
Curiosity-Driven Questioning for Engine-Agnostic LLM Research Ideation
Sikun Guo, Di Wang, Xiaohan Fan, Albert Huang +1 more
2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.20 citations Open access
Semantic Scholar
DARDN: Identifying transcription factor binding motifs from long DNA sequences using multi-CNNs and DeepLIFT
Hyun Jae Cho, Zhenjia Wang, Yidan Cong, S. Bekiranov +2 more
0 citations
Semantic Scholar

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