Quanming Yao

Department of Electronic Engineering , Tsinghua University; Beijing National Research Center for Information Science and Technology; State Key Laboratory of Space Network and Communications

9 papers in the IJCAI proceedings

IJCAI 2026

Beyond Scaling: A Survey of Data-Efficient Learning for LLM Agents

with Yaqing Wang, Zhenlin Luo, Peiyao Zhao, Yunfeng Cai

doi:10.24963/ijcai.2026/893

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IJCAI 2025

Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution

with Xiaohan Zheng, Lanning Wei, Yong Li

doi:10.24963/ijcai.2025/1279

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Unified Molecule-Text Language Model with Discrete Token Representation

with Shuhan Guo, Yatao Bian, Ruibing Wang, Nan Yin, Zhen Wang

doi:10.24963/ijcai.2025/1023

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IJCAI 2024

PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction

with Shiguang Wu, Yaqing Wang

doi:10.24963/ijcai.2024/576

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IJCAI 2019

Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction

with Xiawei Guo, James Kwok, Weiwei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang

doi:10.24963/ijcai.2019/571

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Robust Learning from Noisy Side-information by Semidefinite Programming

with En-Liang Hu

doi:10.24963/ijcai.2019/349

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IJCAI 2017

Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems

with James T. Kwok, Fei Gao, Wei Chen, Tie-Yan Liu

doi:10.24963/ijcai.2017/462

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IJCAI 2016

Greedy Learning of Generalized Low-Rank Models

with James T. Kwok

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IJCAI 2015

Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion

with James T. Kwok

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