Quanming Yao

24 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8944-8618 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×5 AAAI ×3 IJCAI ×3 NeurIPS ×3 SIGKDD ×3 ACL ×2 ICDE ×2 EMNLP ×1 ICML ×1 WWW ×1

Frequent coauthors

Yaqing Wang

×6

Zhen Wang

×5

Yatao Bian

×4

Haiquan Qiu

×3

Juzheng Zhang

×3

Shiguang Wu

×3

Yongqi Zhang

×3

Lebin Yu

×2

Xudong Zhang

×2

Jian Wang

×2

Hongyi Nie

×2

Lanning Wei

×2

Papers

DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation
WWW 2026 ·
Xingyuan Zeng
,
Zuohan Wu
,
Yue Wang
,
Chen Zhang
, Quanming Yao,
Libin Zheng
,
Jian Yin
Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games
AAAI 2026 ·
Bingyu Hui
,
Lebin Yu
, Quanming Yao,
Yunpeng Qu
,
Xudong Zhang
,
Jian Wang
Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
NeurIPS 2025 ·
Hongyi Nie
,
Yaqing Wang
,
Mingyang Zhou
,
Feiyang Pan
, Quanming Yao,
Zhen Wang
Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
IJCAI 2025 ·
Xiaohan Zheng
,
Lanning Wei
,
Yong Li
, Quanming Yao
Curriculum-aware Training for Discriminating Molecular Property Prediction Models
ICLR 2025 ·
Hansi Yang
, Quanming Yao,
James Kwok
Erasing Concept Combination from Text-to-Image Diffusion Model
ICLR 2025 ·
Hongyi Nie
, Quanming Yao,
Yang Liu
,
Zhen Wang
,
Yatao Bian
Explore the Disentanglement Mechanism for Deep Learning
ICDE 2025 ·
Haiquan Qiu
, Quanming Yao
Hierarchical Graph Tokenization for Molecule-Language Alignment
ICML 2025 ·
Yongqiang Chen
, Quanming Yao,
Juzheng Zhang
,
James Cheng
,
Yatao Bian
Learning to Learn with Contrastive Meta-Objective
NeurIPS 2025 ·
Shiguang Wu
,
Yaqing Wang
,
Yatao Bian
, Quanming Yao
Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems
ACL 2025 ·
Shuhan Guo
,
Nan Yin
,
James Kwok
, Quanming Yao
PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching
SIGKDD 2025 ·
Haotong Du
,
Yaqing Wang
,
Fei Xiong
,
Lei Shao
,
Ming Liu
,
Hao Gu
, Quanming Yao,
Zhen Wang
Superpose Task-specific Features for Model Merging
EMNLP 2025 ·
Haiquan Qiu
,
You Wu
,
Dong Li
,
Jianmin Guo
, Quanming Yao
Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality
ACL 2025 ·
Yimiao Qiu
,
Yang Deng
, Quanming Yao,
Zhimeng Zhang
,
Zhiang Dong
,
Chang Yao
,
Jingyuan Chen
Unified Molecule-Text Language Model with Discrete Token Representation
IJCAI 2025 ·
Shuhan Guo
,
Yatao Bian
,
Ruibing Wang
,
Nan Yin
,
Zhen Wang
, Quanming Yao
Why In-Context Learning Models are Good Few-Shot Learners?
ICLR 2025 ·
Shiguang Wu
,
Yaqing Wang
, Quanming Yao
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
NeurIPS 2024 ·
Haotong Du
, Quanming Yao,
Juzheng Zhang
,
Yang Liu
,
Zhen Wang
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction
SIGKDD 2024 ·
Juzheng Zhang
,
Lanning Wei
,
Zhen Xu
, Quanming Yao
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
ICDE 2024 ·
Guangyi Liu
, Quanming Yao,
Yongqi Zhang
,
Lei Chen
Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
ICLR 2024 ·
Zhanke Zhou
,
Yongqi Zhang
,
Jiangchao Yao
, Quanming Yao,
Bo Han
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
IJCAI 2024 ·
Shiguang Wu
,
Yaqing Wang
, Quanming Yao
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense
AAAI 2024 ·
Lebin Yu
,
Yunbo Qiu
, Quanming Yao,
Yuan Shen
,
Xudong Zhang
,
Jian Wang
Towards Human-like Learning from Relational Structured Data
AAAI 2024 · Quanming Yao
Understanding Expressivity of GNN in Rule Learning
ICLR 2024 ·
Haiquan Qiu
,
Yongqi Zhang
,
Yong Li
, Quanming Yao
Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions
SIGKDD 2024 ·
Yaqing Wang
,
Hongming Piao
,
Daxiang Dong
, Quanming Yao,
Jingbo Zhou