Wentao Zhang

Peking University, Beijing, China

93 papers at tracked venues · 84 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7532-5550 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×21 ICDE ×15 NeurIPS ×9 ICLR ×6 AAAI ×5 ACM MM ×5 SIGKDD ×5 VLDB ×5 WWW ×5 EMNLP ×4 ICML ×3 ICCV ×2 CIKM ×1 CVPR ×1 ECML-PKDD ×1 IJCAI ×1 ISSTA ×1 RecSys ×1 SIGIR ×1 SIGMOD ×1

Frequent coauthors

Bin Cui

×40

Hao Liang

×20

Ling Yang

×16

Hongzhi Yin

×11

Conghui He

×10

Zenan Zhou

×9

Xinyi Gao

×9

Bohan Zeng

×8

Fan Yang

×7

Tong Chen

×7

Xuchen Li

×5

Zeang Sheng

×5

Papers

AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG
ACL 2026 ·
Qijie You
,
Wenkai Yu
,
Hao Liang
,
Zhen Hao Wong
, Wentao Zhang
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos
AAAI 2026 ·
Xuchen Li
,
Xuzhao Li
,
Shiyu Hu
,
Kaiqi Huang
, Wentao Zhang
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
ACL 2026 ·
Zheng Liu
,
Honglin Lin
,
Xiaoyang Wang
,
Xin Gao
,
Yu Li
,
Mengzhang Cai
,
Yun Zhu
,
Zhanping Zhong
,
Qizhi Pei
,
Zhuoshi Pan
,
Xiaoran Shang
,
Conghui He
,
Bin Cui
, Wentao Zhang,
Lijun Wu
Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey
ACL 2026 ·
Jingwen Deng
,
Jihao Huang
,
Zhen Hao Wong
,
Hao Liang
,
Quanqing Xu
,
Bin Cui
, Wentao Zhang
Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature
ACL 2026 ·
Zheng Liu
,
Mengjie Liu
,
Siwei Wen
,
Mengzhang Cai
,
Bin Cui
,
Conghui He
, Wentao Zhang
Let's Verify Math Questions Step by Step
SIGKDD 2026 ·
Chengyu Shen
,
Zhen Hao Wong
,
Runming He
,
Hao Liang
,
Meiyi Qiang
,
Zimo Meng
,
Zhengyang Zhao
,
Bohan Zeng
,
Zhengzhou Zhu
,
Bin Cui
, Wentao Zhang
LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
WWW 2026 ·
Hao Liang
,
Qifeng Cai
,
Zhaoyang Han
,
Hejun Dong
,
Meiyi Qiang
,
Ruichuan An
,
Quanqing Xu
,
Bin Cui
, Wentao Zhang
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
ACL 2026 ·
ZhaoYang Han
,
Qihan Lin
,
Hao Liang
,
Bowen Chen
,
Zhou Liu
, Wentao Zhang
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning
ACL 2026 ·
Xuchen Li
,
Xuzhao Li
,
Jiahui Gao
,
Renjie Pi
,
Shiyu Hu
, Wentao Zhang
MathMixup: Boosting LLM Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning
ACL 2026 ·
Xuchen Li
,
Jing Chen
,
Xuzhao Li
,
Hao Liang
,
Xiaohuan Zhou
,
Taifeng Wang
, Wentao Zhang
Med-R2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
WWW 2026 ·
Keer Lu
,
Zheng Liang
,
Da Pan
,
Shusen Zhang
,
Guosheng Dong
,
Huang Leng
,
Bin Cui
,
Zhonghai Wu
, Wentao Zhang
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
ACL 2026 ·
Junbo Niu
,
Zheng Liu
,
Zhuangcheng Gu
,
Bin Wang
,
Linke Ouyang
,
Zhiyuan Zhao
,
Tao Chu
,
Tianyao He
,
Fan Wu
,
Qintong Zhang
,
Zhenjiang Jin
,
Guang Liang
,
Rui Zhang
,
Wenzheng Zhang
,
Yuan Qu
,
Zhifei Ren
,
Yuefeng Sun
,
Zirui Tang
,
Boyu Niu
,
Yuanhong Zheng
,
Dongsheng Ma
,
Ziyang Miao
,
Hejun Dong
,
Siyi Qian
,
Junyuan Zhang
,
Fangdong Wang
,
Jingzhou Chen
,
Xiaomeng Zhao
,
Liqun Wei
,
Wei Li
,
Shasha Wang
,
Ruiliang Xu
,
Yuanyuan Cao
,
Lu Chen
,
Qianqian Wu
,
Huaiyu Gu
,
Lindong Lu
,
Dechen Lin
,
Shenguanlin
,
Xuanhe Zhou
,
Linfeng Zhang
,
Yuhang Zang
,
Xiaoyi Dong
,
Jiaqi Wang
,
Bo Zhang
,
Lei Bai
,
Pei Chu
,
Weijia Li
,
Jiang Wu
,
Lijun Wu
,
Zhenxiang Li
,
Guangyu Wang
,
Zhongying Tu
,
Chao Xu
,
Kai Chen
,
Bowen Zhou
,
Dahua Lin
, Wentao Zhang,
Conghui He
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
ACL 2026 ·
Xukai Wang
,
Xuanbo Liu
,
Mingrui Chen
,
Haitian Zhong
,
Xuanlin Yang
,
Bohan Zeng
,
Jinbo Hu
,
Hao Liang
,
Junbo Niu
,
Xuchen Li
,
Ruitao Wu
,
Ruichuan An
,
Yang Shi
,
Liu Liu
,
Qiang Liu
,
Zhouchen Lin
,
Xu-Yao Zhang
, Wentao Zhang,
Bin Dong
Nested Browser-Use Learning for Agentic Information Seeking
ACL 2026 ·
Baixuan Li
,
Jialong Wu
,
Wenbiao Yin
,
Kuan Li
,
Zhongwang Zhang
,
Huifeng Yin
,
Zhengwei Tao
,
Liwen Zhang
,
Pengjun Xie
,
Jingren Zhou
,
Yong Jiang
, Wentao Zhang,
Zhiqiang Gao
QA-GraphRAG: Query-Adaptive Plug-and-Play Retrieval Integration for Graph-based Retrieval-Augmented Generation
VLDB 2026 ·
Zeang Sheng
,
Ruihong Sun
,
Jiahao Xu
,
Hanmei Luo
,
Peng Chen
, Wentao Zhang,
Bin Cui
Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
ACL 2026 ·
Linzhuang Sun
,
Tianyu Guo
,
Hao Liang
,
Ruitong Liu
,
Yuying Li
,
Qifeng Cai
,
Jingxuan Wei
,
Yuchen Wu
,
Bihui Yu
,
Xiangxiang Zhang
, Wentao Zhang,
Bin Cui
SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing
ACL 2026 ·
Tong Zhang
,
Honglin Lin
,
Zhou Liu
,
Chong Chen
, Wentao Zhang
Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries
ICDE 2026 ·
Zhengren Wang
,
Dongwen Yao
,
Bozhou Li
,
Dongsheng Ma
,
Bo Li
,
Zhiyu Li
,
Feiyu Xiong
,
Bin Cui
,
Linpeng Tang
, Wentao Zhang
Text2sql-Flow: a Robust Sql-Aware Data Augmentation Framework for Text-To-Sql
ICDE 2026 ·
Qifeng Cai
,
Hao Liang
,
Chang Xu
,
Tao Xie
, Wentao Zhang,
Bin Cui
The Data Frontier for Large Language Models: Selection, Synthesis, and Tools
ACL 2026 ·
Lijun Wu
, Wentao Zhang,
Conghui He
Towards General Agentic Intelligence via Environment Scaling
ACL 2026 ·
Runnan Fang
,
Shihao Cai
,
Baixuan Li
,
Jialong Wu
,
Guangyu Li
,
Wenbiao Yin
,
Xinyu Wang
,
Xiaobin Wang
,
Liangcai Su
,
Zhen Zhang
,
Shibin Wu
,
Zhengwei Tao
,
Yong Jiang
,
Pengjun Xie
,
Ningyu Zhang
,
Fei Huang
, Wentao Zhang,
Jingren Zhou
Training Verifier to Assessing Complex Real-World Tool-Use Trajectories
ACL 2026 ·
Linzhuang Sun
,
Mingyang Chen
,
Hao Liang
,
Tianpeng Li
,
Yijie Zhou
,
Chenzheng Zhu
,
Tianyu Guo
,
Huanyao Zhang
,
Jingxuan Wei
,
Bihui Yu
,
Fan Yang
, Wentao Zhang
VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains
AAAI 2026 ·
Xuzhao Li
,
Xuchen Li
,
Shiyu Hu
,
Yongzhen Guo
, Wentao Zhang
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting
IJCAI 2025 ·
Huanyao Zhang
,
Jiaye Lin
, Wentao Zhang,
Haitao Yuan
,
Guoliang Li
Any2anytryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks
ICCV 2025 ·
Hailong Guo
,
Bohan Zeng
,
Yiren Song
, Wentao Zhang,
Jiaming Liu
,
Chuang Zhang
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
NeurIPS 2025 ·
Tianyu Guo
,
Hongyu Chen
,
Hao Liang
,
Meiyi Qiang
,
Bohan Zeng
,
Linzhuang Sun
,
Bin Cui
, Wentao Zhang
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
ACL 2025 ·
Tao Zhang
,
Chenglin Zhu
,
Yanjun Shen
,
Wenjing Luo
,
Yan Zhang
,
Hao Liang
,
Fan Yang
,
Mingan Lin
,
Yujing Qiao
,
Weipeng Chen
,
Bin Cui
, Wentao Zhang,
Zenan Zhou
CompressGNN: Accelerating Graph Neural Network Training via Hierarchical Compression
SIGKDD 2025 ·
Zheng Chen
,
Feng Zhang
,
Yifei Xia
, Wentao Zhang,
Xiaowei Zhu
,
Wenguang Chen
,
Xiaoyong Du
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
SIGKDD 2025 ·
Xinyi Gao
,
Yayong Li
,
Tong Chen
,
Guanhua Ye
, Wentao Zhang,
Hongzhi Yin
DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training
ICDE 2025 ·
Keer Lu
,
Xiaonan Nie
,
Zheng Liang
,
Da Pan
,
Shusen Zhang
,
Keshi Zhao
,
Weipeng Chen
,
Zenan Zhou
,
Guosheng Dong
,
Bin Cui
, Wentao Zhang
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
ACM MM 2025 ·
Bohan Zeng
,
Ling Yang
,
Jiaming Liu
,
Minghao Xu
,
Yuanxing Zhang
,
Pengfei Wan
, Wentao Zhang,
Shuicheng Yan
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
ACL 2025 ·
Tianyi Bai
,
Ling Yang
,
Zhen Hao Wong
,
Fupeng Sun
,
Xinlin Zhuang
,
Jiahui Peng
,
Chi Zhang
,
Lijun Wu
,
Jiantao Qiu
, Wentao Zhang,
Binhang Yuan
,
Conghui He
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
ACL 2025 ·
Peichao Lai
,
Zhengfeng Zhang
, Wentao Zhang,
Fangcheng Fu
,
Bin Cui
Epidemiology-informed Network for Robust Rumor Detection
WWW 2025 ·
Wei Jiang
,
Tong Chen
,
Xinyi Gao
, Wentao Zhang,
Lizhen Cui
,
Hongzhi Yin
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
EMNLP 2025 ·
Youquan Li
,
Miao Zheng
,
Fan Yang
,
Guosheng Dong
,
Bin Cui
,
Weipeng Chen
,
Zenan Zhou
, Wentao Zhang
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
ICLR 2025 ·
Mingyang Chen
,
Haoze Sun
,
Tianpeng Li
,
Fan Yang
,
Hao Liang
,
Keer Lu
,
Bin Cui
, Wentao Zhang,
Zenan Zhou
,
Weipeng Chen
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
AAAI 2025 ·
Guochen Yan
,
Luyuan Xie
,
Xinyi Gao
, Wentao Zhang,
Qingni Shen
,
Yuejian Fang
,
Zhonghai Wu
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning
ICLR 2025 ·
Minghao Xu
,
Yunteng Geng
,
Yihang Zhang
,
Ling Yang
,
Jian Tang
, Wentao Zhang
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
NeurIPS 2025 ·
Tianyi Bai
,
Yuxuan Fan
,
Jiantao Qiu
,
Fupeng Sun
,
Jiayi Song
,
Junlin Han
,
Zichen Liu
,
Conghui He
, Wentao Zhang,
Binhang Yuan
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
NeurIPS 2025 ·
Ling Yang
,
Xinchen Zhang
,
Ye Tian
,
Shiyi Zhang
,
Chenming Shang
,
Minghao Xu
, Wentao Zhang,
Bin Cui
Human Motion Generation in 3D Scenes from Open-Ended Textual Instructions with MLLM Planning
ACM MM 2025 ·
Siyi Qian
,
Jian Fang
,
Yuzhou Mao
,
Yayun Zou
, Wentao Zhang,
Haiwei Xue
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
ICLR 2025 ·
Bohan Zeng
,
Shanglin Li
,
Yutang Feng
,
Ling Yang
,
Juan Zhang
,
Hong Li
,
Jiaming Liu
,
Conghui He
, Wentao Zhang,
Jianzhuang Liu
,
Baochang Zhang
,
Shuicheng Yan
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations
EMNLP 2025 ·
Peichao Lai
,
Jiaxin Gan
,
Feiyang Ye
, Wentao Zhang,
Fangcheng Fu
,
Yilei Wang
,
Bin Cui
LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node Classification
SIGKDD 2025 ·
Zeang Sheng
,
Weiyang Guo
,
Yingxia Shao
, Wentao Zhang,
Bin Cui
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
ACL 2025 ·
Linzhuang Sun
,
Hao Liang
,
Jingxuan Wei
,
Bihui Yu
,
Tianpeng Li
,
Fan Yang
,
Zenan Zhou
, Wentao Zhang
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation
SIGIR 2025 ·
Qinhan Yu
,
Zhiyou Xiao
,
Binghui Li
,
Zhengren Wang
,
Chong Chen
, Wentao Zhang
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts
ACM MM 2025 ·
Hao Liang
,
Linzhuang Sun
,
zhouminxuan zhouminxuan
,
Zirong Chen
,
Meiyi Qiang
,
Mingan Lin
,
Tianpeng Li
,
Fan Yang
,
Zenan Zhou
, Wentao Zhang
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
ACM MM 2025 ·
Yang Shi
,
Jiaheng Liu
,
Yushuo Guan
,
Zhenhua Wu
,
Yuanxing Zhang
,
Zihao Wang
,
Weihong Lin
,
Jingyun Hua
,
Zekun Wang
,
Xinlong Chen
,
Bohan Zeng
, Wentao Zhang,
Fuzheng Zhang
,
Wenjing Yang
,
Di Zhang
Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts
ECML-PKDD 2025 ·
Haiyang Jiang
,
Tong Chen
, Wentao Zhang,
Quoc Viet Hung Nguyen
,
Yuan Yuan
,
Yong Li
,
Hongzhi Yin
Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
ICML 2025 ·
Minghao Xu
,
Jiaze Song
,
Keming Wu
,
Xiangxin Zhou
,
Bin Cui
, Wentao Zhang
Multi-step Visual Reasoning with Visual Tokens Scaling and Verification
NeurIPS 2025 ·
Tianyi Bai
,
Zengjie Hu
,
Fupeng Sun
,
Jiantao Qiu
,
Yizhen Jiang
,
Guangxin He
,
Bohan Zeng
,
Conghui He
,
Binhang Yuan
, Wentao Zhang
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation
ICCV 2025 ·
Junyuan Zhang
,
Qintong Zhang
,
Bin Wang
,
Linke Ouyang
,
Zichen Wen
,
Ying Li
,
Ka-Ho Chow
,
Conghui He
, Wentao Zhang
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
VLDB 2025 ·
Xunkai Li
,
Yinlin Zhu
,
Boyang Pang
,
Guochen Yan
,
Yeyu Yan
,
Zening Li
,
Zhengyu Wu
, Wentao Zhang,
Ronghua Li
,
Guoren Wang
PAS: Plug-and-Play Prompt Augmentation System
ICDE 2025 ·
Miao Zheng
,
Hao Liang
,
Fan Yang
,
Bin Cui
,
Zenan Zhou
, Wentao Zhang
Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
NeurIPS 2025 ·
Weifeng Lin
,
Xinyu Wei
,
Ruichuan An
,
Tianhe Ren
,
Tingwei Chen
,
Renrui Zhang
,
Ziyu Guo
, Wentao Zhang,
Lei Zhang
,
Hongsheng Li
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems
ACL 2025 ·
Zhengren Wang
,
Qinhan Yu
,
Shida Wei
,
Zhiyu Li
,
Feiyu Xiong
,
Xiaoxing Wang
,
Simin Niu
,
Hao Liang
, Wentao Zhang
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition
WWW 2025 ·
Xinyi Gao
,
Guanhua Ye
,
Tong Chen
, Wentao Zhang,
Junliang Yu
,
Hongzhi Yin
SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs
EMNLP 2025 ·
Yuanyang Yin
,
Yaqi Zhao
,
Yajie Zhang
,
Yuanxing Zhang
,
Ke Lin
,
Jiahao Wang
,
Xin Tao
,
Pengfei Wan
, Wentao Zhang,
Feng Zhao
SiriusBI: A Comprehensive LLM-powered Solution for Data Analytics in Business Intelligence
VLDB 2025 ·
Jie Jiang
,
Haining Xie
,
Siqi Shen
,
Yu Shen
,
Zihan Zhang
,
Meng Lei
,
Yifeng Zheng
,
Yang Li
,
Chunyou Li
,
Danqing Huang
,
Yinjun Wu
, Wentao Zhang,
Xiaofeng Yang
,
Bin Cui
,
Peng Chen
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
ICML 2025 ·
Junyu Luo
,
Yuhao Tang
,
Yiwei Fu
,
Xiao Luo
,
Zhizhuo Kou
,
Zhiping Xiao
,
Wei Ju
, Wentao Zhang,
Ming Zhang
SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
ACM MM 2025 ·
Zheng Liu
,
Hao Liang
,
Bozhou Li
,
Wentao Xiong
,
Chong Chen
,
Conghui He
, Wentao Zhang,
Bin Cui
SysBench: Can LLMs Follow System Message?
ICLR 2025 ·
Yanzhao Qin
,
Tao Zhang
,
Yanjun Shen
,
Wenjing Luo
,
Haoze Sun
,
Yan Zhang
,
Yujing Qiao
,
Weipeng Chen
,
Zenan Zhou
, Wentao Zhang,
Bin Cui
Taming LLMs with Gradient Grouping
ACL 2025 ·
Siyuan Li
,
Juanxi Tian
,
Zedong Wang
,
Xin Jin
,
Zicheng Liu
, Wentao Zhang,
Dan Xu
The First Prompt Counts the Most! An Evaluation of Large Language Models on Iterative Example-Based Code Generation
ISSTA 2025 ·
Yingjie Fu
,
Bozhou Li
,
Linyi Li
, Wentao Zhang,
Tao Xie
Towards Precise Scaling Laws for Video Diffusion Transformers
CVPR 2025 ·
Yuanyang Yin
,
Yaqi Zhao
,
Mingwu Zheng
,
Ke Lin
,
Jiarong Ou
,
Rui Chen
,
Victor Shea-Jay Huang
,
Jiahao Wang
,
Xin Tao
,
Pengfei Wan
,
Di Zhang
,
Baoqun Yin
, Wentao Zhang,
Kun Gai
Towards Scalable and Deep Graph Neural Networks via Noise Masking
AAAI 2025 ·
Yuxuan Liang
, Wentao Zhang,
Zeang Sheng
,
Ling Yang
,
Quanqing Xu
,
Jiawei Jiang
,
Yunhai Tong
,
Bin Cui
Towards Scalable and Efficient Graph Structure Learning
ICDE 2025 ·
Siqi Shen
, Wentao Zhang,
Chengshuo Du
,
Chong Chen
,
Fangcheng Fu
,
Yingxia Shao
,
Bin Cui
Training Data Distribution Estimation for Optimized Pre-training Data Management
ICDE 2025 ·
Hao Liang
,
Keshi Zhao
,
Yajie Yang
,
Bin Cui
,
Zenan Zhou
, Wentao Zhang
Training-Free Heterogeneous Graph Condensation via Data Selection
ICDE 2025 ·
Yuxuan Liang
, Wentao Zhang,
Xinyi Gao
,
Ling Yang
,
Chong Chen
,
Hongzhi Yin
,
Yunhai Tong
,
Bin Cui
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
NeurIPS 2025 ·
Ruichuan An
,
Sihan Yang
,
Renrui Zhang
,
Zijun Shen
,
Ming Lu
,
Gaole Dai
,
Hao Liang
,
Ziyu Guo
,
Shilin Yan
,
Yulin Luo
,
Bocheng Zou
,
Chaoqun Yang
, Wentao Zhang
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
EMNLP 2025 ·
Keer Lu
,
Keshi Zhao
,
Zhuoran Zhang
,
Zheng Liang
,
Bin Cui
,
Tengjiao Wang
, Wentao Zhang
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
ICDE 2024 ·
Xinyi Gao
, Wentao Zhang,
Junliang Yu
,
Yingxia Shao
,
Quoc Viet Hung Nguyen
,
Bin Cui
,
Hongzhi Yin
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
ICDE 2024 ·
Xunkai Li
,
Zhengyu Wu
, Wentao Zhang,
Henan Sun
,
Rong-Hua Li
,
Guoren Wang
BIM: Improving Graph Neural Networks with Balanced Influence Maximization
ICDE 2024 · Wentao Zhang,
Xinyi Gao
,
Ling Yang
,
Meng Cao
,
Ping Huang
,
Jiulong Shan
,
Hongzhi Yin
,
Bin Cui
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
NeurIPS 2024 ·
Ling Yang
,
Zhaochen Yu
,
Tianjun Zhang
,
Shiyi Cao
,
Minkai Xu
, Wentao Zhang,
Joseph E. Gonzalez
,
Bin Cui
Distribution-Aware Data Expansion with Diffusion Models
NeurIPS 2024 ·
Haowei Zhu
,
Ling Yang
,
Jun-Hai Yong
,
Hongzhi Yin
,
Jiawei Jiang
,
Meng Xiao
, Wentao Zhang,
Bin Wang
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
NeurIPS 2024 ·
Yifei Xia
,
Fangcheng Fu
, Wentao Zhang,
Jiawei Jiang
,
Bin Cui
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
ICDE 2024 ·
Yuxiang Wang
,
Xiao Yan
,
Chuang Hu
,
Quanqing Xu
,
Chuanhui Yang
,
Fangcheng Fu
, Wentao Zhang,
Hao Wang
,
Bo Du
,
Jiawei Jiang
Graph Condensation for Inductive Node Representation Learning
ICDE 2024 ·
Xinyi Gao
,
Tong Chen
,
Yilong Zang
, Wentao Zhang,
Quoc Viet Hung Nguyen
,
Kai Zheng
,
Hongzhi Yin
Graph Condensation for Open-World Graph Learning
SIGKDD 2024 ·
Xinyi Gao
,
Tong Chen
, Wentao Zhang,
Yayong Li
,
Xiangguo Sun
,
Hongzhi Yin
HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
ICDE 2024 ·
Yuxuan Liang
, Wentao Zhang,
Zeang Sheng
,
Ling Yang
,
Jiawei Jiang
,
Yunhai Tong
,
Bin Cui
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
ICML 2024 ·
Zhilin Huang
,
Ling Yang
,
Xiangxin Zhou
,
Chujun Qin
,
Yijie Yu
,
Xiawu Zheng
,
Zikun Zhou
, Wentao Zhang,
Yu Wang
,
Wenming Yang
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
VLDB 2024 ·
Xunkai Li
,
Meihao Liao
,
Zhengyu Wu
,
Daohan Su
, Wentao Zhang,
Ronghua Li
,
Guoren Wang
MMGCL: Meta Knowledge-Enhanced Multi-view Graph Contrastive Learning for Recommendations
RecSys 2024 ·
Yuezihan Jiang
,
Changyu Li
,
Gaode Chen
,
Peiyi Li
,
Qi Zhang
,
Jingjian Lin
,
Peng Jiang
,
Fei Sun
, Wentao Zhang
Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
ICDE 2024 ·
Yuhao Tang
,
Junyu Luo
,
Ling Yang
,
Xiao Luo
, Wentao Zhang,
Bin Cui
NC-ALG: Graph-Based Active Learning Under Noisy Crowd
ICDE 2024 · Wentao Zhang,
Yexin Wang
,
Zhenbang You
,
Yang Li
,
Gang Cao
,
Zhi Yang
,
Bin Cui
NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
SIGMOD 2024 · Wentao Zhang,
Guochen Yan
,
Yu Shen
,
Ling Yang
,
Yangyu Tao
,
Bin Cui
,
Jian Tang
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine
VLDB 2024 ·
Zeang Sheng
, Wentao Zhang,
Yangyu Tao
,
Bin Cui
Physics-guided Active Sample Reweighting for Urban Flow Prediction
CIKM 2024 ·
Wei Jiang
,
Tong Chen
,
Guanhua Ye
, Wentao Zhang,
Lizhen Cui
,
Zi Huang
,
Hongzhi Yin
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
ICLR 2024 ·
Zhilin Huang
,
Ling Yang
,
Xiangxin Zhou
,
Zhilong Zhang
, Wentao Zhang,
Xiawu Zheng
,
Jie Chen
,
Yu Wang
,
Bin Cui
,
Wenming Yang
Rethinking Node-wise Propagation for Large-scale Graph Learning
WWW 2024 ·
Xunkai Li
,
Jingyuan Ma
,
Zhengyu Wu
,
Daohan Su
, Wentao Zhang,
Rong-Hua Li
,
Guoren Wang
Towards Effective and General Graph Unlearning via Mutual Evolution
AAAI 2024 ·
Xunkai Li
,
Yulin Zhao
,
Zhengyu Wu
, Wentao Zhang,
Rong-Hua Li
,
Guoren Wang
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024 ·
Ling Yang
,
Ye Tian
,
Minkai Xu
,
Zhongyi Liu
,
Shenda Hong
,
Wei Qu
, Wentao Zhang,
Bin Cui
,
Muhan Zhang
,
Jure Leskovec