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Zeyi Wen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

46

Venues

16

Active years

2011–2026

Best venue rank

A*

Where they publish

Papers

46 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIA Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning.Yile Chen, Zeyi Wen, Jian Chen, Jin Huang
2026ACLEnhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation.Minping Chen, Bing Xu, Zulong Chen, Chuanfei Xu, Ying Zhou, Zui Tao, Zeyi Wen
2026ACLEfficient Hyperparameter Optimization for LLM Reinforcement Learning.Minping Chen, Bowen Xiao, Du Liang, Chuxuan Zeng, Zeyi Wen
2026ICDETaxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance.Jihang Li, Qing Liu, Zulong Chen, Jing Wang, Wei Wang, Chuanfei Xu, Zeyi Wen
2025AAAITowards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning.Minping Chen, You-Liang Huang, Zeyi Wen
2025AAAISoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression.Xinhao Huang, You-Liang Huang, Zeyi Wen
2025CIKMEfficient Mask Learning for Language Model Fine-Tuning.Minping Chen, Ruijia Yang, Zeyi Wen
2025CIKMTilia: Enhancing LIME with Decision Tree Surrogates.Jihang Li, Jiacheng Qiu, Yin-Ping Zhao, Zeyi Wen
2025CIKMKALE: Knowledge Aggregation for Label-free Model Enhancement.Yuebin Xu, Xuemei Peng, Zhiyi Chen, Zeyi Wen
2025EMNLPSEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval.Xinhao Huang, Zhibo Ren, Yipeng Yu, Ying Zhou, Zulong Chen, Zeyi Wen
2025EMNLPEnhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions.Jihang Li, Bing Xu, Zulong Chen, Chuanfei Xu, Minping Chen, Suyu Liu, Ying Zhou, Zeyi Wen
2025EMNLPEcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference.Yuebin Xu, Zhiyi Chen, Zeyi Wen
2025ICPPAccelerating Multi-Output GBDTs with GPUs.Hanfeng Liu, Xuemei Peng, Zeyi Wen
2025IJCAIRAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition.Xudong Yang, Yizhang Zhu, Hanfeng Liu, Zeyi Wen, Nan Tang, Yuyu Luo
2025KDDScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU.Borui Xu, Zeyi Wen, Yao Chen, Weiguo Liu, Weng-Fai Wong, Bingsheng He
2025NAACLEvaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance.Borui Xu, Yao Chen, Zeyi Wen, Weiguo Liu, Bingsheng He
2024CVPREfficient Hyperparameter Optimization with Adaptive Fidelity Identification.Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
2024EMNLPExploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis.Hanfeng Liu, Minping Chen, Zhenya Zheng, Zeyi Wen
2024ICDEEnhancing the Performance of Bandit-based Hyperparameter Optimization.Yile Chen, Zeyi Wen, Jian Chen, Jin Huang
2024USENIXFast Inference for Probabilistic Graphical Models.Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
2023AAAILocal Path Integration for Attribution.Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian
2023ICDEA High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract).Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
2023ICDMLeveraging Data Density and Sparsity for Efficient SVM Training on GPUs.Borui Xu, Zeyi Wen, Lifeng Yan, Zhan Zhao, Zekun Yin, Weiguo Liu, Bingsheng He
2023ICLRRe-calibrating Feature Attributions for Model Interpretation.Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Saeed Mian
2023PPoPPFast Parallel Exact Inference on Bayesian Networks.Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
2022CIKMEfficient Second-Order Optimization for Neural Networks with Kernel Machines.Yawen Chen, Yile Chen, Jian Chen, Zeyi Wen, Jin Huang
2022ICPRMulti-Grained Interpre table Network for Image Recognition.Peiyu Yang, Zeyi Wen, Ajmal Mian
2021ICPPFastPSO: Towards Efficient Swarm Intelligence Algorithm on GPUs.Hanfeng Liu, Zeyi Wen, Wei Cai
2021IJCAIChallenges and Opportunities of Building Fast GBDT Systems.Zeyi Wen, Qinbin Li, Bingsheng He, Bin Cui
2021KDDEnhancing SVMs with Problem Context Aware Pipeline.Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen
2020AAAIPractical Federated Gradient Boosting Decision Trees.Qinbin Li, Zeyi Wen, Bingsheng He
2020AAAIPrivacy-Preserving Gradient Boosting Decision Trees.Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
2020ADCEntity Extraction with Knowledge from Web Scale Corpora.Zeyi Wen, Zeyu Huang, Rui Zhang
2019ICDE2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance.Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri
2019ICDEAucher: Multi-modal Queries on Live Audio Streams in Real-Time.Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li
2019ICDEEfficient Multi-Class Probabilistic SVMs on GPUs.Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
2018AAAISelecting Proper Multi-Class SVM Training Methods.Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang
2018AAAIEfficient Support Vector Machine Training Algorithm on GPUs.Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
2018ICDERTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services.Zeyi Wen, Xingyang Liu, Hongjian Cao, Bingsheng He
2017AAAIImproving Efficiency of SVMZeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang
2015ICDEThe safest path via safe zones.Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen
2014ADCEfficient Subgraph Matching Using GPUs.Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi
2014CIKMEnabling Precision/Recall Preferences for Semi-supervised SVM Training.Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao
2014ICDMMASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs.Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry L. Taylor
2012ADCA Branch and Bound Method for Min-dist Location Selection Queries.Jianzhong Qi, Zhenghua Xu, Yuan Xue, Zeyi Wen
2011CIKMTop-k most influential locations selection.Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He