Personal profile
Research interests
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
Related documents
Education/Academic qualification
PhD in Control Science and Technology, PhD, Tsinghua University
2009
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):
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SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Building Trustworthy Large Language Model (LLM)-Integrated Applications: A Full-Stack Lifecycle Approach
LI, B. (CoPI), WU, D. (CoPI), CHEUNG, S. C. (CoPI), WANG, S. (PI), MENG, W. (CoPI), WANG, W. (CoPI), SONG, Y. (CoPI) & ZHOU, X. (CoPI)
RGC - Collaborative Research Fund
15/04/26 → 14/04/29
Project: Research
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Continual Learning Methods and Application Technologies for Multilingual Large Language Models in Cross-Domain Scenarios
GUO, D. (Team member), LI, H. (Team member), ZHOU, M. (CoPI), MIN, R. (Team member), YANG, X. (Team member), SONG, Y. (CoI), FUNG, M. (CoPI) & QIN, Z. (Team member)
Ministry of Science and Technology of the People's Republic of China
1/11/25 → 31/10/27
Project: Research
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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)
Innovation and Technology Commission, Huawei Technologies Co., Ltd.
1/12/24 → 30/11/26
Project: Research
Research output
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AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
CHENG, J., Ru, D., Qiu, L., Li, Y., Cao, X., SONG, Y. & Cai, X., 17 May 2026. 34 p.Research output: Contribution to conference › Conference Paper › peer-review
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AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
HUANG, H., TSANG, H. T., BAI, J., Peng, X., ZHANG, G. & SONG, Y., 7 Feb 2026. 26 p.Research output: Contribution to conference › Conference Paper › peer-review
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Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
GAO, Y., BAI, J., ZHENG, T., Zhang, Z., Sun, Q., Fu, X., Li, J. & SONG, Y., 23 Apr 2026. 22 p.Research output: Contribution to conference › Conference Paper › peer-review
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Divide-then-Diagnose: Weaving Clinician-Inspired Contexts for Ultra-Long Capsule Endoscopy Videos
Liu, B., Yang, L., Song, S., Tang, M., Gao, Z., Chen, Q., Song, Y., Chen, H. & Li, X., 23 Apr 2026, 15 p.Research output: Working paper › Preprint
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Do Reasoning Models Enhance Embedding Models?
Chan, W. Y., Chen, S., Jing, H., Lau, K. H., Li, E.C.-C., Wang, Z., Li, H. & Song, Y., 29 Jan 2026, 31 p.Research output: Working paper › Preprint
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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