| 2026 | EACL | Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning. | Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, Seungju Han, Ying Lin, Evelina Bakhturina, Eric Nyberg, Yejin Choi, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro |
| 2025 | AAAI | FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning. | Tanapol Kosolwattana, Huazheng Wang, Raed Al Kontar, Ying Lin |
| 2025 | ACL | Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset. | Dan Su, Kezhi Kong, Ying Lin, Joseph Jennings, Brandon Norick, Markus Kliegl, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro |
| 2025 | Interspeech | Predicting Adolescent Suicidal Risk from Multi-task-based Speech: An Ensemble Learning Approach. | Xi Chen, Renzhe Yu, Yanshen Tan, Yiyi Li, Quan Qian, Ying Lin |
| 2024 | APWEB | ST-TPFL: Towards Spatio-Temporal Traffic Flow Prediction Based on Topology Protected Federated Learning. | Ying Lin, Xingjian Lu, Yibing Wang, Yuhui Jiang, Wei Mao |
| 2024 | SMC | A Method of Ultrasonic Gesture Recognition Based on Attention Mechanism. | Jieming Yang, Ying Lin, Yun Wu |
| 2023 | ADC | SMST: A Saliency Map to Scanpath Transformer. | Xi Cao, Yong-Feng Ge, Ying Lin |
| 2022 | KSEM | GAN-Based Fusion Adversarial Training. | Yifan Cao, Ying Lin, Shengfu Ning, Huan Pi, Junyuan Zhang, Jianpeng Hu |
| 2022 | KSEM | PPBR-FL: A Privacy-Preserving and Byzantine-Robust Federated Learning System. | Ying Lin, Shengfu Ning, Jianpeng Hu, Jiansong Liu, Yifan Cao, Junyuan Zhang, Huan Pi |
| 2021 | KSEM | An Adversarial Training Method for Improving Model Robustness in Unsupervised Domain Adaptation. | Zhishen Nie, Ying Lin, Meng Yan, Yifan Cao, Shengfu Ning |
| 2021 | NAACL | COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. | Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych |
| 2021 | NAACL | RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. | Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Ddac Surs, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji |
| 2020 | ACL | A Joint Neural Model for Information Extraction with Global Features. | Ying Lin, Heng Ji, Fei Huang, Lingfei Wu |
| 2020 | ACL | GAIA: A Fine-grained Multimedia Knowledge Extraction System. | Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman |
| 2020 | EMNLP | Connecting the Dots: Event Graph Schema Induction with Path Language Modeling. | Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss |
| 2020 | IJCNN | Novel Use of Self-organizing Map for Q-matrix Calibration in Cognitive Diagnosis Assessment. | Xi-tian Chen, Zhengjia Dai, Ying Lin |
| 2020 | KSEM | The Short-Term Exit Traffic Prediction of a Toll Station Based on LSTM. | Ying Lin, Runfang Wang, Rui Zhu, Tong Li, Zhan Wang, Maoyu Chen |
| 2019 | ACL | Reliability-aware Dynamic Feature Composition for Name Tagging. | Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han |
| 2019 | CEC | A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization Problems. | Rui You, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Jun Zhang |
| 2019 | EMNLP | An Attentive Fine-Grained Entity Typing Model with Latent Type Representation. | Ying Lin, Heng Ji |
| 2019 | ICNC | Evaluating Image Blurring for Photographic Portraiture. | Yafeng Li, Ying Lin |
| 2019 | NAACL | A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages. | Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May |
| 2019 | NAACL | Multilingual Entity, Relation, Event and Human Value Extraction. | Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji |
| 2019 | SC | G2: A Network Optimization Framework for High-Precision Analysis of Bottleneck and Flow Performance. | Jordi Ros-Giralt, Leandros Tassiulas, Sruthi Yellamraju, Atul Bohara, Richard Lethin, Josie Li, Ying Lin, Yuanlong Tan, Malathi Veeraraghavan, Yuang Jiang |
| 2018 | ACL | Platforms for Non-speakers Annotating Names in Any Language. | Ying Lin, Cash Costello, Boliang Zhang, Di Lu, Heng Ji, James Mayfield, Paul McNamee |
| 2018 | ACL | A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. | Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji |
| 2018 | CIKM | Collaborative Alert Ranking for Anomaly Detection. | Ying Lin, Zhengzhang Chen, Cheng Cao, Lu-An Tang, Kai Zhang, Wei Cheng, Zhichun Li |
| 2018 | CSCWD | Instance-Driven Property Alignment in Linked Open Data Cloud. | Cheng Xie, Ying Lin, Hongming Cai |
| 2018 | GECCO | Multimodal optimization of traveling salesman problem: a niching ant colony system. | Xin-Chi Han, Hao-Wen Ke, Yue-Jiao Gong, Ying Lin, Wei-Li Liu, Jun Zhang |
| 2018 | GECCO | A novel genetic algorithm for lifetime maximization of wireless sensor networks with adjustable sensing range. | Zihui Wu, Ying Lin, Yue-jiao Gong, Zhengjia Dai, Jun Zhang |
| 2018 | NAACL | ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System. | Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May, Kevin Knight, Heng Ji |
| 2017 | ACL | List-only Entity Linking. | Ying Lin, Chin-Yew Lin, Heng Ji |
| 2017 | CEC | A parallel Ant Colony System based on region decomposition for Taxi-Passenger Matching. | Xin Situ, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Wei-Jie Yu, Zhiwen Yu, Jun Zhang |
| 2017 | CEC | Link mapping-oriented ant colony system for virtual network embedding. | Hong-Kun Zheng, Jing-Jing Li, Yue-Jiao Gong, Wei-Neng Chen, Zhiwen Yu, Zhi-Hui Zhan, Ying Lin |
| 2017 | CIKM | Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems. | Boxiang Dong, Zhengzhang Chen, Wendy Hui Wang, Lu-An Tang, Kai Zhang, Ying Lin, Zhichun Li, Haifeng Chen |
| 2017 | ICIG | Optimization Algorithm Toward Deep Features Based Camera Pose Estimation. | Han Chen, Feng Guo, Ying Lin, Rongrong Ji |
| 2017 | ICNC | A tree topology power allocation algorithm for non-orthogonal multiple access system in 5G system. | Ying Lin, Suoping Li, Duo Peng, Yamei Xu |
| 2017 | IJCNLP | Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging. | Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight |
| 2017 | Interspeech | Team ELISA System for DARPA LORELEI Speech Evaluation 2016. | Pavlos Papadopoulos, Ruchir Travadi, Colin Vaz, Nikolaos Malandrakis, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Ondrej Glembek, Murali Karthick Baskar, Martin Karafit, Luks Burget, Mark Hasegawa-Johnson, Heng Ji, Jonathan May, Kevin Knight, Shrikanth S. Narayanan |
| 2017 | SecureComm | WebAD ^2 2 : A Cascading Model Based on Machine Learning for Web Attacks Detection. | Ying Lin, Bo Li |
| 2016 | CEC | A novel genetic algorithm for constructing uniform test forms of cognitive diagnostic models. | Ye-shi Jiang, Ying Lin, Jing-Jing Li, Zhengjia Dai, Jun Zhang, Xinglin Zhang |
| 2016 | CEC | Adaptive radius species based particle swarm optimization for multimodal optimization problems. | Zhi-Hui Zhan, Zi-Jia Wang, Ying Lin, Jun Zhang |
| 2016 | ICNC | Capacity maximization on multi-relay MIMO cooperative system. | Ying Lin, Suoping Li, Haiyan Chen, Duo Peng |
| 2015 | CEC | Comparisons study of APSO OLPSO and CLPSO on CEC2005 and CEC2014 test suits. | Yan-Fei Li, Zhi-Hui Zhan, Ying Lin, Jun Zhang |
| 2015 | GECCO | A Dimension-Decreasing Particle Swarm Optimization Method for Portfolio Optimization. | Jiabin Wang, Wei-Neng Chen, Jun Zhang, Ying Lin |
| 2015 | ICASSP | Forward stereo obstacle detection with Weighted Hough Transform and local temporal correlation. | Feng Guo, Ling Cai, Ying Lin, Rongrong Ji |
| 2015 | SDM | Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease. | Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shuai Huang |
| 2014 | GECCO | A tribal ecosystem inspired algorithm (TEA) for global optimization. | Ying Lin, Jingjing Li, Jun Zhang, Meng Wan |
| 2014 | GECCO | Automatic path planning for autonomous underwater vehicles based on an adaptive differential evolution. | Chuanbin Zhang, Yue-Jiao Gong, Jing-Jing Li, Ying Lin |
| 2014 | GECCO | Evolutionary computation for lifetime maximization of wireless sensor networks in complex 3D environments. | Xinyuan Zhang, Yue-jiao Gong, Jing-Jing Li, Ying Lin |
| 2013 | GECCO | Ant colony optimization with adaptive heuristics design. | Ying Lin, Jun Zhang |
| 2013 | SMC | A Set-Based Discrete Differential Evolution Algorithm. | Yu Liu, Wei-neng Chen, Zhi-hui Zhan, Ying Lin, Yue-jiao Gong, Jun Zhang |
| 2013 | SMC | An Ant Colony Optimization Approach for Nurse Rostering Problem. | Jie-Jun Wu, Ying Lin, Zhi-hui Zhan, Wei-neng Chen, Ying-Biao Lin, Jianyong Chen |
| 2012 | UIC | Interval-Valued Cloud Model Based Personal Sub-health Status Diagnosing Prototype System on TCM Syndrome Data. | Feng Guo, Ying Lin, Shaozi Li, Ying Dai |
| 2011 | GECCO | An ant colony optimization approach for efficient admission scheduling of elective inpatients. | Ying Lin, Jun Zhang |
| 2011 | GECCO | Parallel exploitation in estimated basins of attraction: a new derivative-free optimization algorithm. | Ying Lin, Jing-Hui Zhong, Jun Zhang |
| 2010 | CEC | Optimal node scheduling for the lifetime maximization of two-tier wireless sensor networks. | Ying Lin, Xiaomin Hu, Jun Zhang, Ou Liu, Hai-Lin |
| 2010 | GECCO | An ant-colony-system-based activity scheduling method for the lifetime maximization of heterogeneous wireless sensor networks. | Ying Lin, Xiaomin Hu, Jun Zhang |
| 2009 | CEC | An Isoline Genetic Algorithm. | Ying Lin, Jun Zhang |
| 2009 | CISS | Distributed detection of jamming and defense in wireless sensor networks. | Ying Lin, Mingyan Li |
| 2008 | ACSSC | Quantization for distributed detection under link outages. | Ying Lin |
| 2008 | CEC | New evaluation criteria for the convergence of continuous evolutionary algorithms. | Ying Lin, Jian Huang, Jun Zhang |
| 2008 | CEC | A contour method in population-based stochastic algorithms. | Ying Lin, Jun Zhang, Lu-kai Lan |
| 2008 | CEC | A Quantum-inspired Genetic Algorithm for data clustering. | Jing Xiao, YuPing Yan, Ying Lin, Ling Yuan, Jun Zhang |
| 2008 | CEC | A particle swarm optimizer with lifespan for global optimization on multimodal functions. | Jun Zhang, Ying Lin |
| 2008 | ICNC | An Medical Image Registration Approach Using Improved Hausdorff Distance Combined with Particle Swarm Optimization. | Hua Li, Ying Lin, Anna Wang |
| 2008 | ISKE | Study on eye quantification in Traditional Chinese Medicine. | Feng Guo, Ying Lin |
| 2008 | SMC | A novel geometric center design method for genetic algorithm optimization. | Ying Lin, Jun Zhang |
| 2007 | ICASSP | Distributed Detection Over Multiple Access Channels. | Ying Lin, Biao Chen, Lang Tong |
| 2007 | ICNC | Pseudo Parallel Ant Colony Optimization for Continuous Functions. | Ying Lin, Huachun Cai, Jing Xiao, Jun Zhang |
| 2007 | ICNC | An Ant Colony System Algorithm for the Multicast Routing Problem. | Yuan Zhang, Huachun Cai, Ying Lin, Jing Xiao, Jun Zhang |
| 2006 | APWEB | IRFCF: Iterative Rating Filling Collaborative Filtering Algorithm. | Jie Shen, Ying Lin, Gui-Rong Xue, Fan-De Zhu, Ai-Guo Yao |
| 2006 | FUSION | Distributed Binary Quantizers for Communication Constrained Large-scale Sensor Networks. | Ying Lin, Biao Chen, Peter Willett, Bruce W. Suter |
| 2005 | ACL | Learning Stochastic OT Grammars: A Bayesian Approach using Data Augmentation and Gibbs Sampling. | Ying Lin |
| 2003 | ACL | Learning Formulation and Transformation Rules for Multilingual Named Entities. | Hsin-Hsi Chen, Changhua Yang, Ying Lin |
| 2002 | MASCOTS | Power Conservation Strategies for MEMS-Based Storage Devices. | Ying Lin, Scott A. Brandt, Darrell D. E. Long, Ethan L. Miller |
| 2000 | SEC | Defending Against Null Calls Stream Attacks by Using a Double-Threshold Dynamic Filter. | Haizhi Xu, Changwei Cui, Ying Lin, Tiejian Luo, Zhanqiu Dong |