Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Artificial intelligence
Computer Science / Information Technology - Language modeling
Computer Science / Information Technology - Data mining
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Knowledge representations
Computer Science / Information Technology - Language modeling
Computer Science / Information Technology - Data mining
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Knowledge representations
Position Held
Associate Director of HKUST-WeBank Joint Lab
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Control Science and Technology, PhD, Tsinghua University
2009
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Dive into the research topics where Yangqiu SONG is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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New paradigm on integrating knowledge graph construction and large-scale model applications
SONG, Y. (PI)
30/10/25 → 29/10/26
Project: Research
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Frontier and Human-Centric AI and Robotics Technology for Geriatric Care
CHIU, P. K. C. (Team member), WOO, J. (CoPI), CHEN, Q. (CoPI), SHI, B. E. (PI), ZHANG, F. (CoPI), LI, X. (CoPI), CHEN, H. (CoPI), HSIAO, J.H.-W. (CoPI), YANG, C. (CoPI), MA, X. (CoPI), GIETEL-BASTEN, S. A. (CoPI), CHENG, K.-T. T. (CoPI), YU, T. (CoPI) & SONG, Y. (CoPI)
1/01/25 → 31/12/29
Project: Research
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IPA: Intelligent Privacy Assistant for Large Language Model Applications
LI, H. (Team member) & SONG, Y. (PI)
1/12/24 → 30/11/26
Project: Research
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Research output
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AI-BASED EVENT GROUNDING SYSTEM AND EVENT GROUNDING METHOD
CHENG, J. (Inventor) & SONG, Y. (Key Inventor), 27 Jun 2025, IPC No. G06F 16/36, G06F 16/334, G06F 40/253, G06F 40/30, 17 Sept 2024, Priority date 6 Oct 2023, Priority No. US63/588,296Research output: Patent
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Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks
XIE, P., BIE, Y., SONG, Y., WANG, Y., CHEN, H., MAO, J. & CHEN, K., Jun 2025, p. 14679-14689. 11 p.Research output: Contribution to conference › Conference Paper › peer-review
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ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
ZONG, Q., WANG, Z., REN, X., ZHENG, T. & SONG, Y., Jul 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction
HAN, K., FANG, T., WANG, Z., SONG, Y. & STEEDMAN, M., Apr 2025, p. 229-243.Research output: Contribution to conference › Conference Paper › peer-review
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Constraint-based cues for language model reasoning through common knowledge base
SONG, Y. (Key Inventor), WANG, Z. (Inventor), FANG, T. (Inventor) & DO, V. Q. (Inventor), 8 Apr 2025, IPC No. G06N 5/04, G06N 5/01, G06N 5/02, G06N 5/022, G06N 5/046, G06N 5/048, 24 Sept 2024, Priority date 6 Oct 2023, Priority No. US63/588,298Research output: Patent
Activities
- 8 Editorial work
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Artificial Intelligence Journal (Journal)
SONG, Y. (Associate Editor)
1 Jan 2025 → 1 Dec 2027Activity: Publication peer-review and editorial work › Editorial work
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Artificial Intelligence Journal (Journal)
SONG, Y. (Editorial Board Member)
1 Mar 2024 → 1 Dec 2027Activity: Publication peer-review and editorial work › Editorial work
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IEEE Data Engineering Bulletin (Journal)
SONG, Y. (Associate Editor)
1 Aug 2022 → 1 May 2023Activity: Publication peer-review and editorial work › Editorial work
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TACL (Journal)
SONG, Y. (Editorial Board Member)
1 Apr 2020 → …Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transaction on Big Data Special Issue on “Knowledge Graphs: Techniques and Applications” (Journal)
SONG, Y. (Editor)
2019 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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First-Class Natural Science Award
SONG, Y. (Recipient), Sept 2024
Prize: Other Research Award and Prize
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