Zenglin Xu

40 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5550-6461 ↗Homepage ↗

Venues

EMNLP ×6 AAAI ×5 ACL ×5 WWW ×5 ICML ×3 NeurIPS ×3 ACM MM ×2 IJCAI ×2 AISTATS ×1 CCS ×1 COLT ×1 CSCW ×1 ICLR ×1 NAACL ×1 SDM ×1 SIGIR ×1 SIGKDD ×1

Frequent coauthors

Irwin King

×8

Qifan Wang

×6

Zhuo Zhang

×5

Maolin Wang

×4

Hui Wang

×4

Yifei Zhang

×4

Yu Pan

×4

Yong Dai

×4

Zhuo Wang

×3

Guanzhong Chen

×3

Guodong Long

×3

Han Yu

×3

Papers

CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning
ACL 2026 ·
Zhuo Wang
,
Zhuo Zhang
,
Yafu Li
,
Yu Cheng
,
Lizhen Qu
, Zenglin Xu
End-to-End Optimization of LLM-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning
ACL 2026 ·
Guanzhong Chen
,
Shaoxiong Yang
,
Chao Li
,
Wei Liu
,
Jian Luan
, Zenglin Xu
FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
WWW 2026 ·
Irwin King
,
Guodong Long
, Zenglin Xu,
Han Yu
,
Xiaoli Tang
,
Liping Yi
GRAND: A Robust Diffusion Framework for Multi-Granularity Graph Anomaly Detection in Web Platforms
WWW 2026 ·
Maolin Wang
,
Beining Bao
,
Hongyu Chen
,
Zichun Liu
,
Lang Fu
,
Jun Chu
,
Langzhang Liang
, Zenglin Xu
Renormalization Group Guided Tensor Network Structure Search
AAAI 2026 ·
Maolin Wang
,
Bowen Yu
,
Sheng Zhang
,
Linjie Mi
,
Wanyu Wang
,
Yiqi Wang
,
Pengyue Jia
,
Xuetao Wei
, Zenglin Xu,
Ruocheng Guo
,
Xiangyu Zhao
A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions
COLT 2025 ·
Junfan Li
,
Shizhong Liao
, Zenglin Xu,
Liqiang Nie
CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference
ACL 2025 ·
Jinglong Luo
,
Guanzhong Chen
,
Yehong Zhang
,
Shiyu Liu
,
Hui Wang
,
Yue Yu
,
Xun Zhou
,
Yuan Qi
, Zenglin Xu
Efficient Network Automatic Relevance Determination
ICML 2025 ·
Hongwei Zhang
,
Ziqi Ye
,
Xinyuan Wang
,
Xin Guo
, Zenglin Xu,
Yuan Cheng
,
Zixin Hu
,
Yuan Qi
FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
WWW 2025 ·
Irwin King
,
Guodong Long
, Zenglin Xu,
Yifei Zhang
,
Han Yu
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
EMNLP 2025 ·
Jiaxiang Chen
,
Mingxi Zou
,
Zhuo Wang
,
Qifan Wang
,
Danny Dongning Sun
,
Zhang Chi
, Zenglin Xu
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation
SIGKDD 2025 ·
Maolin Wang
,
Yutian Xiao
,
Binhao Wang
,
Sheng Zhang
,
Shanshan Ye
,
Wanyu Wang
,
Hongzhi Yin
,
Ruocheng Guo
, Zenglin Xu
From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs
EMNLP 2025 ·
Jiaxiang Chen
,
Zhuo Wang
,
Mingxi Zou
,
Zhucong Li
,
Zhijian Zhou
,
Song Wang
, Zenglin Xu
GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping
AAAI 2025 ·
Bang An
,
Xun Zhou
,
Zirui Zhou
,
Ronilo J. Ragodos
, Zenglin Xu,
Jun Luo
IDInit: A Universal and Stable Initialization Method for Neural Network Training
ICLR 2025 ·
Yu Pan
,
Chaozheng Wang
,
Zekai Wu
,
Qifan Wang
,
Min Zhang
, Zenglin Xu
InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
NeurIPS 2025 ·
Liangjian Wen
,
Qun Dai
,
Jianzhuang Liu
,
Jiangtao Zheng
,
Yong Dai
,
Dongkai Wang
,
Zhao Kang
,
Jun Wang
, Zenglin Xu,
Jiang Duan
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning
ACM MM 2025 ·
Ziliang Gan
,
Dong Zhang
,
Haohan Li
,
Yang Wu
,
Xueyuan Lin
,
Ji Liu
,
Haipang Wu
,
Chaoyou Fu
, Zenglin Xu,
Rongjunchen Zhang
,
Yong Dai
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
ICML 2025 ·
Langzhang Liang
,
Fanchen Bu
,
Zixing Song
, Zenglin Xu,
Shirui Pan
,
Kijung Shin
NEXUS-O: An Omni-Perceptive and -Interactive Model for Language, Audio, and Vision
ACM MM 2025 ·
Che Liu
,
Yingji Zhang
,
Dong Zhang
,
Weijie Zhang
,
Chenggong Gong
,
Yu Lu
,
Shilin Zhou
,
Ziliang Gan
,
Ziao Wang
,
Haipang Wu
,
Ji Liu
,
André Freitas
,
Qifan Wang
, Zenglin Xu,
Rongjunchen Zhang
,
Yong Dai
On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond
AISTATS 2025 ·
Dun Zeng
, Zenglin Xu,
Shiyu Liu
,
Yu Pan
,
Qifan Wang
,
Xiaoying Tang
Position: LLMs Can be Good Tutors in English Education
EMNLP 2025 ·
Jingheng Ye
,
Shen Wang
,
Deqing Zou
,
Yibo Yan
,
Kun Wang
,
Hai-Tao Zheng
,
Ruitong Liu
, Zenglin Xu,
Irwin King
,
Philip S. Yu
,
Qingsong Wen
Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models
SIGIR 2025 ·
Yuanzhao Zhai
,
Zhuo Zhang
,
Cheng Yang
,
Kele Xu
,
Yue Yu
,
Wei Li
,
Hui Wang
, Zenglin Xu,
Dawei Feng
,
Bo Ding
,
Huaimin Wang
RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching
NeurIPS 2025 ·
Wenzhe Ouyang
,
Qi Ye
,
Jinghua Wang
, Zenglin Xu,
Jiming Chen
A Systematic Survey on Federated Semi-supervised Learning
IJCAI 2024 ·
Zixing Song
,
Xiangli Yang
,
Yifei Zhang
,
Xinyu Fu
, Zenglin Xu,
Irwin King
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System
CSCW 2024 ·
Ge Fan
,
Chaoyun Zhang
,
Kai Wang
,
Yingjie Li
,
Junyang Chen
, Zenglin Xu
Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks
AAAI 2024 ·
Junjie Chen
,
Jiahao Li
,
Chen Song
,
Bin Li
,
Qingcai Chen
,
Hongchang Gao
,
Wendy Hui Wang
, Zenglin Xu,
Xinghua Shi
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
EMNLP 2024 ·
Li Yang
,
Qifan Wang
,
Jianfeng Chi
,
Jiahao Liu
,
Jingang Wang
,
Fuli Feng
, Zenglin Xu,
Yi Fang
,
Lifu Huang
,
Dongfang Liu
FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
WWW 2024 ·
Irwin King
,
Guodong Long
, Zenglin Xu,
Han Yu
FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling
WWW 2024 ·
Zhihan Guo
,
Yifei Zhang
,
Zhuo Zhang
, Zenglin Xu,
Irwin King
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering
NAACL 2024 ·
Zhihan Guo
,
Yifei Zhang
,
Zhuo Zhang
, Zenglin Xu,
Irwin King
Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy
IJCAI 2024 ·
Shiyu Liu
,
Wei Shi
, Zenglin Xu,
Shaogao Lv
,
Yehong Zhang
,
Hui Wang
M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024 ·
Taowen Wang
,
Yiyang Liu
,
James Liang
,
Junhan Zhao
,
Yiming Cui
,
Yuning Mao
,
Shaoliang Nie
,
Jiahao Liu
,
Fuli Feng
, Zenglin Xu,
Cheng Han
,
Lifu Huang
,
Qifan Wang
,
Dongfang Liu
OctOcc: High-Resolution 3D Occupancy Prediction with Octree
AAAI 2024 ·
Wenzhe Ouyang
,
Xiaolin Song
,
Bailan Feng
, Zenglin Xu
On Diversified Preferences of Large Language Model Alignment
EMNLP 2024 ·
Dun Zeng
,
Yong Dai
,
Pengyu Cheng
,
Longyue Wang
,
Tianhao Hu
,
Wanshun Chen
,
Nan Du
, Zenglin Xu
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
NeurIPS 2024 ·
Junfan Li
,
Zheshun Wu
, Zenglin Xu,
Irwin King
Preparing Lessons for Progressive Training on Language Models
AAAI 2024 ·
Yu Pan
,
Ye Yuan
,
Yichun Yin
,
Jiaxin Shi
, Zenglin Xu,
Ming Zhang
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC
ACL 2024 ·
Jinglong Luo
,
Yehong Zhang
,
Zhuo Zhang
,
Jiaqi Zhang
,
Xin Mu
,
Hui Wang
,
Yue Yu
, Zenglin Xu
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
ICML 2024 ·
Langzhang Liang
,
Sunwoo Kim
,
Kijung Shin
, Zenglin Xu,
Shirui Pan
,
Yuan Qi
Tensorized Hypergraph Neural Networks
SDM 2024 ·
Maolin Wang
,
Yaoming Zhen
,
Yu Pan
,
Yao Zhao
,
Chenyi Zhuang
, Zenglin Xu,
Ruocheng Guo
,
Xiangyu Zhao
Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack
CCS 2024 ·
Guanzhong Chen
,
Zhenghan Qin
,
Mingxin Yang
,
Yajie Zhou
,
Tao Fan
,
Tianyu Du
, Zenglin Xu
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
ACL 2024 ·
Yuanhang Yang
,
Shiyi Qi
,
Wenchao Gu
,
Chaozheng Wang
,
Cuiyun Gao
, Zenglin Xu