| 2025 | COLING | BuDDIE: A Business Document Dataset for Multi-task Information Extraction. | Dongsheng Wang, Ran Zmigrod, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah |
| 2024 | ACL | More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation. | Jiaxu Zhao, Zijing Shi, Yitong Li, Yulong Pei, Ling Chen, Meng Fang, Mykola Pechenizkiy |
| 2024 | ACL | DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. | Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu |
| 2024 | ICASSP | CGN: A Simple Yet Effective Multi-Channel Gated Network for Long-Term Time Series Forecasting. | Zhao Sun, Yulong Pei, Defu Li, Qinke Peng |
| 2024 | ICML | Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization. | Yirui Liu, Xinghao Qiao, Yulong Pei, Liying Wang |
| 2024 | IDA | A Structural-Clustering Based Active Learning for Graph Neural Networks. | Ricky Maulana Fajri, Yulong Pei, Lu Yin, Mykola Pechenizkiy |
| 2023 | EMNLP | Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. | Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah |
| 2023 | SIGIR | Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. | Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta |
| 2022 | EDM | Individual Fairness Evaluation for Automated Essay Scoring System. | Afrizal Doewes, Akrati Saxena, Yulong Pei, Mykola Pechenizkiy |
| 2022 | IDA | Semantic-Based Few-Shot Classification by Psychometric Learning. | Lu Yin, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy |
| 2022 | UAI | Superposing many tickets into one: A performance booster for sparse neural network training. | Lu Yin, Vlado Menkovski, Meng Fang, Tianjin Huang, Yulong Pei, Mykola Pechenizkiy |
| 2021 | ACML | calibrated adversarial training. | Tianjin Huang, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy |
| 2021 | DSAA | ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks. | Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy |
| 2021 | ICML | Selfish Sparse RNN Training. | Shiwei Liu, Decebal Constantin Mocanu, Yulong Pei, Mykola Pechenizkiy |
| 2021 | IJCAI | Self-boosting for Feature Distillation. | Yulong Pei, Yanyun Qu, Junping Zhang |
| 2021 | WWW | GOAT at the FinSim-2 task: Learning Word Representations of Financial Data with Customized Corpus. | Yulong Pei, Qian Zhang |
| 2020 | AAAI | Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data. | Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy |
| 2020 | WISE | LogRank | Cong Liu, Yulong Pei, Qingtian Zeng, Hua Duan, Feng Zhang |
| 2020 | WISE | Nonnegative Residual Matrix Factorization for Community Detection. | Yulong Pei, Cong Liu, Chuanyang Zheng, Long Cheng |
| 2018 | IJCAI | DyNMF: Role Analytics in Dynamic Social Networks. | Yulong Pei, Jianpeng Zhang, George H. L. Fletcher, Mykola Pechenizkiy |
| 2018 | KSEM | LogRank: An Approach to Sample Business Process Event Log for Efficient Discovery. | Cong Liu, Yulong Pei, Qingtian Zeng, Hua Duan |
| 2018 | WWW | Tink: A Temporal Graph Analytics Library for Apache Flink. | Wouter Ligtenberg, Yulong Pei, George H. L. Fletcher, Mykola Pechenizkiy |
| 2017 | CBMS | Detection of Alcoholism Based on EEG Signals and Functional Brain Network Features Extraction. | Negar Ahmadi, Yulong Pei, Mykola Pechenizkiy |
| 2017 | ICPP | A Coflow-Based Co-Optimization Framework for High-Performance Data Analytics. | Long Cheng, Ying Wang, Yulong Pei, Dick H. J. Epema |
| 2017 | IJCNN | BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints. | Alexandr V. Maslov, Mykola Pechenizkiy, Yulong Pei, Indre Zliobaite, Alexander Shklyaev, Tommi Krkkinen, Jaakko Hollmn |
| 2017 | IECON | Equivalent permeability method for multiple machine analysis by a single 2d-FEA model. | Yulong Pei, Feng Chai, Andrea Cavagnino, Silvio Vaschetto, Alberto Tenconi |
| 2017 | IECON | A novel structure of axial flux permanent magnet synchronous machine with high torque density for electrical vehicle applications. | Yulong Pei, Qiwei Wang, Yunlong Bi, Feng Chai |
| 2016 | HPCC | WAP: The Warp Feature Aware Prefetching Method for LLC on CPU-GPU Heterogeneous Architecture. | Minghui Wu, Yulong Pei, Licheng Yu, Tianzhou Chen, Xueqing Lou, Tiefei Zhang |
| 2016 | HPCC | LLC Buffer for Arbitrary Data Sharing in Heterogeneous Systems. | Licheng Yu, Yulong Pei, Tianzhou Chen, Xueqing Lou, Minghui Wu, Tiefei Zhang |
| 2016 | IECON | Calculation of D- and Q-axis inductances of axial flux permanent magnet synchronous motor with combined magnetic poles. | Feng Chai, Yunlong Bi, Yulong Pei, Hongwei Gao |
| 2016 | IECON | Effect of rotor deformation on magnetic radial force in interior permanent magnet synchronous motors with V-shaped rotor structures. | Yi Li, Yulong Pei, Zaixin Song, Feng Chai |
| 2016 | SAC | A robust density-based clustering algorithm for multi-manifold structure. | Jianpeng Zhang, Mykola Pechenizkiy, Yulong Pei, Julia Efremova |
| 2015 | AAAI | Mining User Interests from Personal Photos. | Pengtao Xie, Yulong Pei, Yuan Xie, Eric P. Xing |
| 2015 | HPCC | Equidistant Memory Access Coalescing on GPGPU. | Yulong Pei, Licheng Yu, Minghui Wu, Tianzhou Chen |
| 2015 | IJCAI | Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks. | Yulong Pei, Nilanjan Chakraborty, Katia P. Sycara |
| 2015 | IJCAI | Optimizing Sentence Modeling and Selection for Document Summarization. | Wenpeng Yin, Yulong Pei |
| 2012 | CIKM | Query-focused multi-document summarization based on query-sensitive feature space. | Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang |
| 2012 | COLING | A Supervised Aggregation Framework for Multi-Document Summarization. | Yulong Pei, Wenpeng Yin, Qifeng Fan, Lian'en Huang |
| 2012 | COLING | RelationListwise for Query-Focused Multi-Document Summarization. | Wenpeng Yin, Lifu Huang, Yulong Pei, Lian'en Huang |
| 2012 | COLING | SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization. | Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang |
| 2012 | PRICAI | Generic Multi-Document Summarization Using Topic-Oriented Information. | Yulong Pei, Wenpeng Yin, Lian'en Huang |
| 2012 | PRICAI | Automatic Multi-document Summarization Based on New Sentence Similarity Measures. | Wenpeng Yin, Yulong Pei, Lian'en Huang |