| 2026 | AAAI | State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation. | Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen |
| 2025 | AAAI | ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model. | Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian |
| 2025 | COLING | Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology. | Yang Gu, Zihao Huang, Min Zeng, Mengyang Qiu, Jungyeul Park |
| 2025 | COLING | Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach. | Junrui Wang, Mengyang Qiu, Yang Gu, Zihao Huang, Jungyeul Park |
| 2025 | ECAI | POSM: A Personalized Outfit Recommendation System with Style-Guided Multi-Modal Feature Fusion. | Hengyu You, Jian Cao, Yang Gu, Qiqi Cai |
| 2025 | ICASSP | Semantic-oriented Visual Prompt Learning for Class Incremental Learning. | Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen |
| 2025 | ICASSP | Contrast Memory for Unsupervised Anomaly Detection. | Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan |
| 2025 | ICASSP | HYMAN: Hybrid Memory and Attention Network for Unsupervised Anomaly Detection. | Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan |
| 2025 | ICONIP | Empowering Healthcare Time-Series Reasoning by Reinforcement Learning-Enhanced Large Language Models. | Jun Liu, Yang Gu |
| 2025 | IJCNN | CARE: Contextual Residual and soft Encoding Relation Extraction for clinical medicine. | Xin Guo, Kaifei Li, Qian Chen, Suge Wang, Jian Liao, Yang Gu |
| 2025 | IJCNN | An Effective GANs-Based Method for High-Information-Value Multimodal Wearable Sensor Data Synthesis. | Jiwei Wang, Yang Gu, Shuwang Zhou, Zhaoyang Liu |
| 2025 | IJCNN | A Geometric Constraints based Bayesian Neural Network for Virtual Surgery Assessment. | He Yuan, Fan Dong, Weiwei Dai, Danmin Cao, Min Hu, Yang Gu |
| 2025 | RecSys | Streaming Trends: A Low-Latency Platform for Dynamic Video Grouping and Trending Corpora Building. | Yang Gu, Caroline Zhou, Qiao Zhang, Scott Wang, Yongzhe Wang, Li Zhang, Nikos Parotsidis, CJ Carey, Ashkan Fard, Mingyan Gao, Yaping Zhang, Sourabh Bansod |
| 2025 | VTC | Deep Reinforcement Learning-Based Joint Optimization of Routing and Wavelength Assignment for Satellite Optical Networks. | Yang Gu, Tianheng Xu, Xianfu Chen, Ting Zhou, Honglin Hu |
| 2024 | CIKM | Information Retrieval Optimization for Non-Exemplar Class Incremental Learning. | Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen |
| 2024 | CSCWD | Language-based Audio Retrieval with GPT-Augmented Captions and Self-Attended Audio Clips. | Fuyu Gu, Yang Gu, Yiyan Xu, Haoran Sun, Yushan Pan, Shengchen Li, Haiyang Zhang |
| 2024 | ECAI | Cascade Memory for Unsupervised Anomaly Detection. | Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan |
| 2024 | ICRA | Microrobotic Flight Enabled by Ultralight Ion Thrusters with High Thrust-to-Weight Ratio and Low Fabrication Cost. | Yang Gu, Xianfa Cai, Khadga Thakuri, Wenyu Yang, Yufeng Guo, Wei Li |
| 2024 | ICWS | ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics. | Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan |
| 2024 | ICWS | COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection. | Wei Guan, Jian Cao, Yan Yao, Yang Gu, Shiyou Qian |
| 2024 | RecSys | LLMs for User Interest Exploration in Large-scale Recommendation Systems. | Jianling Wang, Haokai Lu, Yifan Liu, He Ma, Yueqi Wang, Yang Gu, Shuzhou Zhang, Ningren Han, Shuchao Bi, Lexi Baugher, Ed H. Chi, Minmin Chen |
| 2024 | WWW | Cluster Anchor Regularization to Alleviate Popularity Bias in Recommender Systems. | Bo Chang, Changping Meng, He Ma, Shuo Chang, Yang Gu, Yajun Peng, Jingchen Feng, Yaping Zhang, Shuchao Bi, Ed H. Chi, Minmin Chen |
| 2023 | ECAI | Letting Go of Self-Domain Awareness: Multi-Source Domain-Adversarial Generalization via Dynamic Domain-Weighted Contrastive Transfer Learning. | Yuan Ma, Yiqiang Chen, Han Yu, Yang Gu, Shijie Wen, Shuai Guo |
| 2023 | IJCNN | Pre-training A Prompt Pool for Vision-Language Model. | Jun Liu, Yang Gu, Zhaohua Yang, Shuai Guo, Huaqiu Liu, Yiqiang Chen |
| 2023 | IJCNN | Discriminative Domain Adaptation Network for Fine-grained Disease Severity Classification. | Shijie Wen, Yiqiang Chen, Shuai Guo, Yuan Ma, Yang Gu, Piu Chan |
| 2023 | IJCNN | Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition. | Shijie Wen, Yiqiang Chen, Yuan Ma, Shuai Guo, Yang Gu, Xin Qin, Piu Chan |
| 2023 | ICSOC | Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. | Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan |
| 2023 | ICSOC | SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. | Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan |
| 2022 | CIKM | KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition. | Shuai Guo, Yang Gu, Shijie Wen, Yuan Ma, Yiqiang Chen, Jiwei Wang, Chunyu Hu |
| 2022 | Mobiquitous | A Shallow Convolution Network Based Contextual Attention for Human Activity Recognition. | Chenyang Xu, Zhihong Mao, Feiyi Fan, Tian Qiu, Jianfei Shen, Yang Gu |
| 2022 | UIC | An Efficient Spatial-Temporal Representation Method for EEG Emotion Recognition. | Weining Weng, Yang Gu, Yiqiang Chen, Guoqiang Wang, Nianfeng Shi |
| 2022 | UIC | Motion-Robust Respiratory Signal Reconstruction Using Smart Glasses. | Qingyu Wu, Jianfei Shen, Yang Gu, Feiyi Fan, Yiqiang Chen |
| 2022 | UIC | Dual-Alignment Based Generalized Zero-shot Learning for Human Activity Recognition. | Zhaohua Yang, Yang Gu, Weining Weng, Shuai Guo, Yiqiang Chen |
| 2021 | CHASE | Integrating Automated Biomedical Lexicon Creation for Valley Fever Diagnosis. | Hyun-Ju Song, Yang Gu, Gondy Leroy, Fariba M. Donovan, John N. Galgiani |
| 2021 | IJCNN | Optimized Computation Combining Classification and Detection Networks with Distillation. | Meng Xu, Yang Gu, Stefan Poslad, Shiqing Xue |
| 2021 | MMM | A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition. | Yang Gu, Yajie Li, Yiqiang Chen, Jiwei Wang, Jianfei Shen |
| 2020 | AAAI | An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos. | Sicheng Zhao, Yunsheng Ma, Yang Gu, Jufeng Yang, Tengfei Xing, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | AAAI | Multi-Source Distilling Domain Adaptation. | Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | ASSETS | A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. | Tong Wu, Yang Gu, Yiqiang Chen, Jiwei Wang, Siyu Zhang |
| 2020 | ICANN | A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection. | Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng |
| 2020 | PAKDD | Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition. | Tong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen |
| 2020 | SMC | Highly Fluent Sign Language Synthesis Based on Variable Motion Frame Interpolation. | Ni Zeng, Yiqiang Chen, Yang Gu, Dongdong Liu, Yunbing Xing |
| 2020 | SSPR | A Multimodal Fusion Model Based on Hybrid Attention Mechanism for Gesture Recognition. | Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang |
| 2019 | CHASE | Poster Abstract: Know You Better: a Smart Watch Based Health Monitoring System. | Yang Gu, Jianfei Shen, Yiqiang Chen |
| 2019 | CVPR | Spatio-temporal Consistency and Hierarchical Matching for Multi-Target Multi-Camera Vehicle Tracking. | Peilun Li, Guozhen Li, Zhangxi Yan, Youzeng Li, Meiqi Lu, Pengfei Xu, Yang Gu, Bing Bai, Yifei Zhang |
| 2019 | ICIS | Mechanisms for Automatic Training Data Labeling for Machine Learning. | Yang Gu, Gondy Leroy |
| 2019 | UIC | CoFINLo: Coarse to Fine Indoor Navigation and Localization System. | Yang Gu, Yiqiang Chen, Xinlong Jiang, Jiwei Wang, Yunlong Xiao, Tong Wu |
| 2019 | UIC | Indoor Trajectory Restoration Method Based on PoI Relation Constraints. | Xinlong Jiang, Yunbing Xing, Yiqiang Chen, Yang Gu, Junfa Liu |
| 2019 | UIC | A Collaborative Multi-modality Selection Method Based on Data Utility Assessment. | Yunlong Xiao, Yang Gu, Jiwei Wang, Tong Wu |
| 2018 | AMIA | Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD). | Yang Gu, Gondy Leroy, Sydney Pettygrove, Maureen K. Galindo, Margaret Kurzius-Spencer |
| 2018 | IJCNN | SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition. | Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan |
| 2017 | AMIA | When synonyms are not enough: Optimal parenthetical insertion for text simplification. | Yang Gu, Gondy Leroy, David Kauchak |
| 2017 | IPIN | WiFi based trajectory alignment, calibration and crowdsourced site survey using smart phones and foot-mounted IMUs. | Yang Gu, Caifa Zhou, Andreas Wieser, Zhimin Zhou |
| 2017 | IPIN | Joint positioning and radio map generation based on stochastic variational Bayesian inference for FWIPS. | Caifa Zhou, Yang Gu |
| 2017 | NLDB | Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR. | Gondy Leroy, Yang Gu, Sydney Pettygrove, Margaret Kurzius-Spencer |
| 2016 | IPIN | Using iBeacons for trajectory initialization and calibration in foot-mounted inertial pedestrian positioning systems. | Yang Gu, Qian Song, Ming Ma, Yanghuan Li, Zhimin Zhou |
| 2016 | IPIN | Near Real Time Heading Drift Correction for indoor pedestrian tracking based on sequence detection. | Yanghuan Li, Qian Song, Ming Ma, Yang Gu |
| 2016 | IPIN | A heading error estimation approach based on improved Quasi-static magnetic Field detection. | Ming Ma, Qian Song, Yanghuan Li, Yang Gu, Zhimin Zhou |
| 2016 | IPIN | An anchor based framework for trajectory calibration in inertial pedestrian positioning systems. | Qian Song, Yang Gu, Ming Ma, Yanghuan Li, Zhimin Zhou |
| 2016 | IECON | Novel hybrid modulation based isolated high-frequency bidirectional inverter for microgrid application. | Xuewei Pan, Yang Gu, Peng Wang, Akshay Kumar Rathore |
| 2016 | IECON | Novel hybrid modulation based isolated high-frequency three-phase bidirectional inverter for fuel cell vehicles. | Xuewei Pan, Yang Gu, Peng Wang, Akshay Kumar Rathore |
| 2016 | UIC | Heterogeneous Data Driven Manifold Regularization Model for Fingerprint Calibration Reduction. | Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu, Zhiqi Shen |
| 2015 | ER | Conceptual Modeling for Financial Investment with Text Mining. | Yang Gu, Veda C. Storey, Carson C. Woo |
| 2014 | DASC | Robinia-BLAST: An Extensible Parallel BLAST Based on Data-Intensive Distributed Computing. | Yang Gu, Zhenchun Huang |
| 2014 | IJCNN | Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system. | Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang |
| 2014 | IPIN | Trajectory calibration approach using a flexible particle filter for PNS. | Yanghuan Li, Yang Gu, Qian Song, Ming Ma |
| 2014 | ISWC | A smart scarf for pulse signal monitoring using a flexible pressure nanosensor. | Dongzhan Chen, Ting Zhang, Michael Lawo, Yang Gu, Yu Zhang, Dongyi Chen |
| 2013 | IPIN | Accurate height estimation based on apriori knowledge of buildings. | Yang Gu, Ming Ma, Yanghuan Li, Qian Song |
| 2008 | ICRA | Learning tactic-based motion models with fast particle smoothing. | Yang Gu, Manuela M. Veloso |
| 2006 | HRI | The first segway soccer experience: towards peer-to-peer human-robot teams. | Brenna D. Argall, Yang Gu, Brett Browning, Manuela M. Veloso |
| 2006 | HRI | Effective team-driven multi-model motion tracking. | Yang Gu, Manuela M. Veloso |
| 2006 | ICRA | Multi-model Tracking using Team Actuation Models. | Yang Gu, Manuela M. Veloso |
| 2006 | IROS | Team-Driven Multi-Model Motion Tracking with Communication. | Yang Gu, Manuela M. Veloso |
| 2005 | AAAI | Tactic-Based Motion Modeling and Multi-Sensor Tracking. | Yang Gu |