Quanyu Dai

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

DBLP profile ↗ORCID 0000-0001-7578-2738 ↗Homepage ↗

Venues

WWW ×6 ACL ×5 NeurIPS ×4 SIGKDD ×2 AAAI ×1 ACM MM ×1 CIKM ×1 ICDE ×1 IJCAI ×1 NAACL ×1

Frequent coauthors

Zhenhua Dong

×19

Xu Chen

×13

Zeyu Zhang

×9

Jieming Zhu

×8

Xueyang Feng

×5

Rui Li

×5

Ji-Rong Wen

×5

Haoran Tan

×3

Jiakai Tang

×3

Luyu Chen

×3

Zhou Zhao

×3

Lei Wang

×3

Papers

From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM Agents
ACL 2026 ·
Haoran Tan
,
Zeyu Zhang
,
Chen Ma
,
Tianze Liu
, Quanyu Dai,
Xu Chen
Optimizing Multi-Turn Interactive Recommendation Agents via Generative Intrinsic Motivation
WWW 2026 ·
Xueyang Feng
,
Jiakai Tang
,
Xu Chen
, Quanyu Dai,
Zhenhua Dong
Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models
IJCAI 2025 ·
Jie-Jing Shao
,
Hong-Jie You
,
Guohao Cai
, Quanyu Dai,
Zhenhua Dong
,
Lan-Zhe Guo
CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension
NeurIPS 2025 ·
Rui Li
,
Zeyu Zhang
,
Xiaohe Bo
,
Zihang Tian
,
Xu Chen
, Quanyu Dai,
Zhenhua Dong
,
Ruiming Tang
Distributional LLM-as-a-Judge
NeurIPS 2025 ·
Luyu Chen
,
Zeyu Zhang
,
Haoran Tan
, Quanyu Dai,
Hao Yang
,
Zhenhua Dong
,
Xu Chen
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration
WWW 2025 ·
Minjie Hong
,
Yan Xia
,
Zehan Wang
,
Jieming Zhu
,
Ye Wang
,
Sihang Cai
,
Xiaoda Yang
, Quanyu Dai,
Zhenhua Dong
,
Zhimeng Zhang
,
Zhou Zhao
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent
ACL 2025 ·
Xueyang Feng
,
Jingsen Zhang
,
Jiakai Tang
,
Wei Li
,
Guohao Cai
,
Xu Chen
, Quanyu Dai,
Yue Zhu
,
Zhenhua Dong
Improving Retrospective Language Agents via Joint Policy Gradient Optimization
NAACL 2025 ·
Xueyang Feng
,
Bo Lan
, Quanyu Dai,
Lei Wang
,
Jiakai Tang
,
Xu Chen
,
Zhenhua Dong
,
Ji-Rong Wen
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing
SIGKDD 2025 ·
Rui Li
, Quanyu Dai,
Zeyu Zhang
,
Xu Chen
,
Zhenhua Dong
,
Ji-Rong Wen
MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising
WWW 2025 · Quanyu Dai,
Jiaren Xiao
,
Zhaocheng Du
,
Jieming Zhu
,
Chengxiao Luo
,
Xiao-Ming Wu
,
Zhenhua Dong
MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation
ACL 2025 ·
Zhipeng Bian
,
Jieming Zhu
,
Xuyang Xie
, Quanyu Dai,
Zhou Zhao
,
Zhenhua Dong
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
ACL 2025 ·
Haoran Tan
,
Zeyu Zhang
,
Chen Ma
,
Xu Chen
, Quanyu Dai,
Zhenhua Dong
MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents
WWW 2025 ·
Zeyu Zhang
, Quanyu Dai,
Xu Chen
,
Rui Li
,
Zhongyang Li
,
Zhenhua Dong
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
NeurIPS 2025 ·
Zeyu Zhang
, Quanyu Dai,
Luyu Chen
,
Zeren Jiang
,
Rui Li
,
Jieming Zhu
,
Xu Chen
,
Yi Xie
,
Zhenhua Dong
,
Ji-Rong Wen
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems
WWW 2025 ·
Luyu Chen
, Quanyu Dai,
Zeyu Zhang
,
Xueyang Feng
,
Mingyu Zhang
,
Pengcheng Tang
,
Xu Chen
,
Yue Zhu
,
Zhenhua Dong
SocialEval: Evaluating Social Intelligence of Large Language Models
ACL 2025 ·
Jinfeng Zhou
,
Yuxuan Chen
,
Yihan Shi
,
Xuanming Zhang
,
Leqi Lei
,
Yi Feng
,
Zexuan Xiong
,
Miao Yan
,
Xunzhi Wang
,
Yaru Cao
,
Jianing Yin
,
Shuai Wang
, Quanyu Dai,
Zhenhua Dong
,
Hongning Wang
,
Minlie Huang
Benchmarking News Recommendation in the Era of Green AI
WWW 2024 ·
Qijiong Liu
,
Jieming Zhu
, Quanyu Dai,
Xiao-Ming Wu
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation
ACM MM 2024 ·
Haojie Wei
,
Jun Yuan
,
Rui Zhang
, Quanyu Dai,
Yueguo Chen
Modeling User Attention in Music Recommendation
ICDE 2024 ·
Sunhao Dai
,
Ninglu Shao
,
Jieming Zhu
,
Xiao Zhang
,
Zhenhua Dong
,
Jun Xu
, Quanyu Dai,
Ji-Rong Wen
Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
SIGKDD 2024 ·
Qijiong Liu
,
Jieming Zhu
,
Yanting Yang
, Quanyu Dai,
Zhaocheng Du
,
Xiao-Ming Wu
,
Zhou Zhao
,
Rui Zhang
,
Zhenhua Dong
Reflective Multi-Agent Collaboration based on Large Language Models
NeurIPS 2024 ·
Xiaohe Bo
,
Zeyu Zhang
, Quanyu Dai,
Xueyang Feng
,
Lei Wang
,
Rui Li
,
Xu Chen
,
Ji-Rong Wen
UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning
CIKM 2024 ·
Boqi Dai
,
Zhaocheng Du
,
Jieming Zhu
,
Jintao Xu
,
Deqing Zou
, Quanyu Dai,
Zhenhua Dong
,
Rui Zhang
,
Hai-Tao Zheng
Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework
AAAI 2024 ·
Lei Wang
,
Xu Chen
,
Zhenhua Dong
, Quanyu Dai