Qingyun Wang

50 papers A* 2B 2Journal 29Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anagent For Enhancing Scientific Table & Figure Analysis.
CoRR
Xuehang Guo, Zhiyong Lu, Tom Hope, Qingyun Wang
2026 J jnl
FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles.
CoRR
Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang, Vivek Gupta, Qingyun Wang, Yanjie Fu, Denghui Zhang
2026 J jnl
SciDER: Scientific Data-centric End-to-end Researcher.
CoRR
Ke Lin, Yilin Lu, Shreyas Bhat, Xuehang Guo, Junier Oliva, Qingyun Wang
2025 J jnl
Atomic Reasoning for Scientific Table Claim Verification.
CoRR
Yuji Zhang, Qingyun Wang, Cheng Qian, Jiateng Liu, Chenkai Sun, Denghui Zhang, Tarek F. Abdelzaher, ChengXiang Zhai, Preslav Nakov, Heng Ji
2025 A* conf
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework.
IJCAI
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong
2025 — conf
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering.
NAACL (Findings)
Yumeng Wang, Zhiyuan Fan, Qingyun Wang, Yi R. Fung, Heng Ji
2025 J jnl
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering.
CoRR
Yumeng Wang, Zhiyuan Fan, Qingyun Wang, May Fung, Heng Ji
2025 J jnl
CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation.
CoRR
Yee Man Choi, Xuehang Guo, Yi R. Fung, Qingyun Wang
2025 J jnl
Explain Less, Understand More: Jargon Detection via Personalized Parameter-Efficient Fine-tuning.
CoRR
Bohao Wu, Qingyun Wang, Yue Guo
2025 — conf
LORE: Continual Logit Rewriting Fosters Faithful Generation.
EMNLP (Findings)
Charles Yu, Qingyun Wang, Yuting Hu, Jinjun Xiong, Heng Ji
2025 A* conf
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness.
EMNLP
Junsheng Huang, Zhitao He, Yuchen Huang, Sandeep Polisetty, Qingyun Wang, Yi R. Fung
2025 J jnl
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness.
CoRR
Junsheng Huang, Zhitao He, Sandeep Polisetty, Qingyun Wang, May Fung
2025 — conf
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing.
EMNLP (Findings)
Minghao Liu, Zhitao He, Zhiyuan Fan, Qingyun Wang, Yi R. Fung
2025 J jnl
MedEBench: Revisiting Text-instructed Image Editing on Medical Domain.
CoRR
Minghao Liu, Zhitao He, Zhiyuan Fan, Qingyun Wang, Yi R. Fung
2025 — conf
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks.
ACL (Findings)
Jiayi He, Hehai Lin, Qingyun Wang, Yi R. Fung, Heng Ji
2025 J jnl
oMeBench: Towards Robust Benchmarking of LLMs in Organic Mechanism Elucidation and Reasoning.
CoRR
Ruiling Xu, Yifan Zhang, Qingyun Wang, Carl Edwards, Heng Ji
2024 J jnl
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting.
CoRR
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong
2024 — conf
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction.
EACL (Findings)
Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji
2024 J jnl
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction.
CoRR
Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji
2024 — conf
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production.
BIBM
Kexuan Xin, Qingyun Wang, Junyu Chen, Pengfei Yu, Huimin Zhao, Heng Ji
2024 J jnl
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production.
CoRR
Kexuan Xin, Qingyun Wang, Junyu Chen, Pengfei Yu, Huimin Zhao, Heng Ji
2024 J jnl
L+M-24: Building a Dataset for Language + Molecules @ ACL 2024.
CoRR
Carl Edwards, Qingyun Wang, Lawrence Zhao, Heng Ji
2024 J jnl
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents.
CoRR
Ruochen Li, Teerth Patel, Qingyun Wang, Xinya Du
2024 J jnl
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders.
CoRR
Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji
2024 J jnl
Name Tagging Under Domain Shift via Metric Learning for Life Sciences.
CoRR
Hongyi Liu, Qingyun Wang, Payam Karisani, Heng Ji
2024 — conf
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences.
NAACL-HLT
Hongyi Liu, Qingyun Wang, Payam Karisani, Heng Ji
2024 — conf
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
EMNLP (System Demonstrations)
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, Yi Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 J jnl
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
CoRR
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, May Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 — conf
SciMON: Scientific Inspiration Machines Optimized for Novelty.
ACL (1)
Qingyun Wang, Doug Downey, Heng Ji, Tom Hope
2024 J jnl
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks.
CoRR
Jiayi He, Hehai Lin, Qingyun Wang, Yi Fung, Heng Ji
2023 J jnl
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery.
CoRR
Qingyun Wang, Doug Downey, Heng Ji, Tom Hope
2023 — conf
Multimedia Generative Script Learning for Task Planning.
ACL (Findings)
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji
2022 J jnl
A Survey of Knowledge-enhanced Text Generation.
ACM Comput. Surv.
Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
2022 J jnl
Multimedia Generative Script Learning for Task Planning.
CoRR
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji
2021 — conf
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
NAACL-HLT (Demonstrations)
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2021 — conf
Knowledge-Enriched Natural Language Generation.
EMNLP (Tutorial Abstracts)
Wenhao Yu, Meng Jiang, Zhiting Hu, Qingyun Wang, Heng Ji, Nazneen Rajani
2021 — conf
Stage-wise Fine-tuning for Graph-to-Text Generation.
ACL (student)
Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji, Nazneen Fatema Rajani
2021 J jnl
Stage-wise Fine-tuning for Graph-to-Text Generation.
CoRR
Qingyun Wang, Semih Yavuz, Victoria Lin, Heng Ji, Nazneen Fatema Rajani
2020 J jnl
A Survey of Knowledge-Enhanced Text Generation.
CoRR
Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
2020 J jnl
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
CoRR
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2020 B conf
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.
INLG
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani
2020 J jnl
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.
CoRR
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani
2019 — conf
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
2019 — conf
PaperRobot: Incremental Draft Generation of Scientific Ideas.
ACL (1)
Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan
2019 J jnl
PaperRobot: Incremental Draft Generation of Scientific Ideas.
CoRR
Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan
2018 B conf
Describing a Knowledge Base.
INLG
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight
2018 J jnl
Describing a Knowledge Base.
CoRR
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight
2018 — conf
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
2018 — conf
Paper Abstract Writing through Editing Mechanism.
ACL (2)
Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight
2018 J jnl
Paper Abstract Writing through Editing Mechanism.
CoRR
Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight