MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. - Zonglin Yang 001; Wanhao Liu; Ben Gao; Tong Xie; Yuqiang Li; Wanli Ouyang; Soujanya Poria; Erik Cambria; Dongzhan Zhou (ICLR, 2025)

ChemMLLM: Chemical Multimodal Large Language Model. - Qian Tan; Dongzhan Zhou; Peng Xia; Wanhao Liu; Wanli Ouyang; Lei Bai 001; Yuqiang Li; Tianfan Fu (CoRR, 2025)

MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback. - Wanhao Liu; Zonglin Yang 001; Jue Wang; Lidong Bing; Di Zhang; Dongzhan Zhou; Yuqiang Li; Houqiang Li; Erik Cambria; Wanli Ouyang (CoRR, 2025)

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search. - Zonglin Yang 001; Wanhao Liu; Ben Gao; Yujie Liu; Wei Li 076; Tong Xie; Lidong Bing; Wanli Ouyang; Erik Cambria; Dongzhan Zhou (CoRR, 2025)