Paper Abstract Writing through Editing Mechanism. - Qingyun Wang 005; Zhihao Zhou; Lifu Huang; Spencer Whitehead; Boliang Zhang; Heng Ji 001; Kevin Knight (ACL (2), 2018)

Describing a Knowledge Base. - Qingyun Wang 005; Xiaoman Pan; Lifu Huang; Boliang Zhang; Zhiying Jiang; Heng Ji 001; Kevin Knight (INLG, 2018)

GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. - Tongtao Zhang; Ananya Subburathinam; Ge Shi 002; Lifu Huang; Di Lu 003; Xiaoman Pan; Manling Li; Boliang Zhang; Qingyun Wang 005; Spencer Whitehead; Heng Ji 001; Alireza Zareian; et al. (TAC, 2018)

PaperRobot: Incremental Draft Generation of Scientific Ideas. - Qingyun Wang 005; Lifu Huang; Zhiying Jiang; Kevin Knight; Heng Ji 001; Mohit Bansal; Yi Luan (ACL (1), 2019)

GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. - Manling Li; Ying Lin; Ananya Subburathinam; Spencer Whitehead; Xiaoman Pan; Di Lu 003; Qingyun Wang 005; Tongtao Zhang; Lifu Huang; Heng Ji 001; Alireza Zareian; Hassan Akbari; et al. (TAC, 2019)

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. - Qingyun Wang 005; Qi Zeng 001; Lifu Huang; Kevin Knight; Heng Ji 001; Nazneen Fatema Rajani (INLG, 2020)

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. - Qingyun Wang 005; Manling Li; Xuan Wang 008; Nikolaus Nova Parulian; Guangxing Han; Jiawei Ma; Jingxuan Tu; Ying Lin; Haoran Zhang 004; Weili Liu; Aabhas Chauhan; Yingjun Guan; et al. (CoRR, 2020)

Stage-wise Fine-tuning for Graph-to-Text Generation. - Qingyun Wang 005; Semih Yavuz; Xi Victoria Lin; Heng Ji 001; Nazneen Fatema Rajani (ACL (student), 2021)

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. - Qingyun Wang 005; Manling Li; Xuan Wang 008; Nikolaus Nova Parulian; Guangxing Han; Jiawei Ma; Jingxuan Tu; Ying Lin; Haoran Zhang 004; Weili Liu; Aabhas Chauhan; Yingjun Guan; et al. (NAACL-HLT (Demonstrations), 2021)

A Survey of Knowledge-enhanced Text Generation. - Wenhao Yu 002; Chenguang Zhu 001; Zaitang Li; Zhiting Hu; Qingyun Wang 005; Heng Ji 001; Meng Jiang 001 (ACM Comput. Surv., 2022)

Multimedia Generative Script Learning for Task Planning. - Qingyun Wang 005; Manling Li; Hou Pong Chan; Lifu Huang; Julia Hockenmaier; Girish Chowdhary 001; Heng Ji 001 (ACL (Findings), 2023)

Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery. - Qingyun Wang 005; Doug Downey; Heng Ji 001; Tom Hope (CoRR, 2023)

SciMON: Scientific Inspiration Machines Optimized for Novelty. - Qingyun Wang 005; Doug Downey; Heng Ji 001; Tom Hope (ACL (1), 2024)

Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production. - Kexuan Xin; Qingyun Wang 005; Junyu Chen; Pengfei Yu; Huimin Zhao 007; Heng Ji 001 (BIBM, 2024)

Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. - Qingyun Wang 005; Zixuan Zhang; Hongxiang Li; Xuan Liu 009; Jiawei Han 001; Huimin Zhao 007; Heng Ji 001 (EACL (Findings), 2024)

Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences. - Hongyi Liu; Qingyun Wang 005; Payam Karisani; Heng Ji 001 (NAACL-HLT, 2024)

Name Tagging Under Domain Shift via Metric Learning for Life Sciences. - Hongyi Liu; Qingyun Wang 005; Payam Karisani; Heng Ji 001 (CoRR, 2024)

L+M-24: Building a Dataset for Language + Molecules @ ACL 2024. - Carl Edwards; Qingyun Wang 005; Lawrence Zhao; Heng Ji 001 (CoRR, 2024)

MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents. - Ruochen Li; Teerth Patel; Qingyun Wang 005; Xinya Du (CoRR, 2024)

Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting. - Yuting Hu; Dancheng Liu; Qingyun Wang 005; Charles Yu; Heng Ji 001; Jinjun Xiong (CoRR, 2024)

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders. - Cheng Li; May Fung; Qingyun Wang 005; Chi Han; Manling Li; Jindong Wang 001; Heng Ji 001 (CoRR, 2024)

Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. - Sha Li; Revanth Gangi Reddy; Khanh Duy Nguyen; Qingyun Wang 005; May Fung; Chi Han; Jiawei Han 001; Kartik Natarajan; Clare R. Voss; Heng Ji 001 (CoRR, 2024)

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks. - Jiayi He; Hehai Lin; Qingyun Wang 005; Yi R. Fung 001; Heng Ji 001 (ACL (Findings), 2025)

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. - Yumeng Wang; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001; Heng Ji 001 (NAACL (Findings), 2025)

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. - Yumeng Wang; Zhiyuan Fan; Qingyun Wang 005; May Fung; Heng Ji 001 (CoRR, 2025)

MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness. - Junsheng Huang; Zhitao He 001; Sandeep Polisetty; Qingyun Wang 005; May Fung (CoRR, 2025)

Explain Less, Understand More: Jargon Detection via Personalized Parameter-Efficient Fine-tuning. - Bohao Wu; Qingyun Wang 005; Yue Guo (CoRR, 2025)

MedEBench: Revisiting Text-instructed Image Editing on Medical Domain. - Minghao Liu; Zhitao He 001; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001 (CoRR, 2025)

Atomic Reasoning for Scientific Table Claim Verification. - Yuji Zhang 002; Qingyun Wang 005; Cheng Qian 008; Jiateng Liu; Chenkai Sun; Denghui Zhang; Tarek F. Abdelzaher; Chengxiang Zhai; Preslav Nakov; Heng Ji 001 (CoRR, 2025)