| 2026 | ACL | PUPPET: Neural-Symbolic Standardized Patients for Mental Health. | Chen Xu, Yu Ji, Zhenyu Lv, Yang Yi, Yizhe Yang, Luyao Ji, Chaoyi Chen, Xianyang Wang, Tian Lan, Zhihua Wang, Juan Wang, Xunde Dong, Fuze Tian, Qunxi Dong, Bin Hu |
| 2026 | ISCAS | Energy-Efficient Compute-in-Memory Macro for BNNs in Edge AI using NV-SRAM. | Umme Hani Irin, Md Minhajul Azmir, Jinhui Wang, Md Rubel Sarkar, Yang Yi |
| 2025 | ICDM | Echo State Networks in Reservoir Computing: Foundations, Benchmarks, and Applications to Next-G Wireless Communication. | Andrew Liu, Chunxiao Lin, Daniel Rosen, Yang Yi |
| 2025 | MICCAI | TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration. | Zhiwen Yang, Jiaju Zhang, Yang Yi, Jian Liang, Bingzheng Wei, Yan Xu |
| 2025 | SmartComp | A Roundabout Video Dataset for Vehicle Trajectory Prediction. | Yi Han, Ruichun Zhou, Xiaotong Zhou, Jiantong Weng, Yang Yi, Zhenghao Su, Zhenhui Yuan |
| 2024 | INDIN | Sample-and-Hold Based Security Control for CPSs with DoS Attakcs and Disturbances. | Cheng Zhang, Enci Wang, Enze Zhang, Yang Yi |
| 2024 | MICCAI | All-In-One Medical Image Restoration via Task-Adaptive Routing. | Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Yi, Hui Zhang, Dan Zhao, Bingzheng Wei, Yan Xu |
| 2023 | ICCAD | Invited Paper: Accelerating Next-G Wireless Communications with FPGA-Based AI Accelerators. | Chunxiao Lin, Muhammad Farhan Azmine, Yang Yi |
| 2023 | ICCV | LogicSeg: Parsing Visual Semantics with Neural Logic Learning and Reasoning. | Liulei Li, Wenguan Wang, Yang Yi |
| 2023 | IPCCC | iWriter: An Offloading Method for Indirectly Writing Remote Data. | Yuting Li, Yang Yi, Yun Xu, Pengcheng Wang, Yonghui Xu, Weiguang Wang |
| 2023 | ISCAS | Enhancing SNN Training Performance: A Mixed-Signal Triplet Reconfigurable STDP Circuit with Multiplexing Encoding. | Honghao Zheng, Yang Yi |
| 2022 | INFOCOM | Real-time Machine Learning for Symbol Detection in MIMO-OFDM Systems. | Yibin Liang, Lianjun Li, Yang Yi, Lingjia Liu |
| 2021 | ICCAD | A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper. | Osaze Shears, Kangjun Bai, Lingjia Liu, Yang Yi |
| 2021 | IWCMC | Hybrid Positioning With DTMB And LTE Signals. | Tao Hong, Jialiang Sun, Tian Jin, Yang Yi, Jiaqing Qu |
| 2021 | IWCMC | Research on Radar Communication Integrated Signal Based on 64QAM-LFM. | Jingcheng Zhao, Jiabi Li, Yang Yi |
| 2020 | AAAI | Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. | Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi |
| 2020 | AAAI | Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection. | Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar, Jianzhong Zhang, Yang Yi |
| 2020 | ACML | AARM: Action Attention Recalibration Module for Action Recognition. | Zhonghong Li, Yang Yi, Ying She, Jialun Song, Yukun Wu |
| 2020 | ICCAD | Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection. | Kangjun Bai, Lingjia Liu, Zhou Zhou, Yang Yi |
| 2020 | ICTAI | CSASN: Learning Complementary Spatial-Aware Siamese Networks for Visual Object Tracking. | Ying She, Yang Yi |
| 2020 | MMM | Learning Multi-feature Based Spatially Regularized and Scale Adaptive Correlation Filters for Visual Tracking. | Ying She, Yang Yi |
| 2019 | DAC | Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology. | Kangjun Bai, Qiyuan An, Yang Yi |
| 2019 | GLOBECOM | Maximizing System Throughput in D2D Networks Using Alternative DC Programming. | Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi |
| 2019 | IJCAI | High Performance Gesture Recognition via Effective and Efficient Temporal Modeling. | Yang Yi, Feng Ni, Yuexin Ma, Xinge Zhu, Yuankai Qi, Riming Qiu, Shijie Zhao, Feng Li, Yongtao Wang |
| 2019 | INFOCOM | Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks. | Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi |
| 2018 | DAC | Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology. | Kangjun Bai, Jialing Li, Kian Hamedani, Yang Yi |
| 2018 | IJCNN | Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. | He Jiang, Haibo He, Lingjia Liu, Yang Yi |
| 2018 | SIGIR | Recognizing Quantity Names for Tabular Data. | Yang Yi, Zhiyu Chen, Jeff Heflin, Brian D. Davison |
| 2017 | DAC | Adaptation of Enhanced TSV Capacitance as Membrane Property in 3D Brain-inspired Computing System. | M. Amimul Ehsan, Hongyu An, Zhen Zhou, Yang Yi |
| 2017 | IJCNN | Analog hardware implementation of spike-based delayed feedback reservoir computing system. | Jialing Li, Chenyuan Zhao, Kian Hamedani, Yang Yi |
| 2016 | GLOBECOM | Cooperative Retransmission for Massive MTC under Spatiotemporally Correlated Interference. | Hao Chen, Lingjia Liu, Nicholas Mastronarde, Liangping Ma, Yang Yi |
| 2016 | GLOBECOM | Improving Spectral Efficiency of D2D Cellular Networks through RF Energy Harvesting. | Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi |
| 2016 | GLOBECOM | Privacy Protection Scheme for eHealth Systems: A Stochastic Geometry Approach. | Rachad Atat, Lingjia Liu, Yang Yi |
| 2016 | GLOBECOM | Coordinated Data Assignment: A Novel Scheme for Big Data over Cached Cloud-RAN. | Susanna Mosleh, Lingjia Liu, Hongyan Hou, Yang Yi |
| 2016 | ICCAD | Making neural encoding robust and energy efficient: an advanced analog temporal encoder for brain-inspired computing systems. | Chenyuan Zhao, Jialing Li, Yang Yi |
| 2016 | IJCNN | An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computing. | Susanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi |
| 2015 | ICMLC | A new particle swarm algorithm by modifying its topology structure. | Kai-Shixu, Yang Yi |
| 2015 | IROS | Design, modeling and control of a novel amphibious robot with dual-swing-legs propulsion mechanism. | Yang Yi, Geng Zhou, Jianqing Zhang, Siyuan Cheng, Mengyin Fu |
| 2013 | ICIP | Graph-based multiple instance learning for action recognition. | Zixin Guo, Yang Yi |
| 2012 | ICMLC | PDF shaping control for non-Gaussian stochastic distribution systems with time-delay. | Yao An, Yang Yi, Tianping Zhang, Qian-Shuang Sun |
| 2011 | VTC | Capacity of Multicarrier Multilayer Broadcast and Unicast Hybrid Cellular System with Independent Channel Coding over Subcarriers. | Siqian Liu, Hongxiang Li, Guanying Ru, Weiyao Lin, Lingjia Liu, Yang Yi |
| 2010 | CISS | Optimal fusion scheme in wireless sensor networks under sum-rate capacity constraint. | Fang Yi, Yang Yi, Lingjia Liu |
| 2010 | ICMLC | A trustworthy management approach for cloud services QoS data. | Qian Tao, HuiYou Chang, Yang Yi, Chunqin Gu |
| 2007 | GRC | Overview of Workflow Mining Technology. | Chunqin Gu, HuiYou Chang, Yang Yi |
| 2007 | ICCAD | Impedance extraction for 3-D structures with multiple dielectrics using preconditioned boundary element method. | Yang Yi, Peng Li, Vivek Sarin, Weiping Shi |
| 2007 | ICNC | Ant Colony Optimization for Winner Determination in Combinatorial Auctions. | Rongwei Gan, Qingshun Guo, Huiyou Chang, Yang Yi |
| 2007 | ISNN | Adaptive Tracking Control for the Output PDFs Based on Dynamic Neural Networks. | Yang Yi, Tao Li, Lei Guo, Hong Wang |
| 2006 | CSCWD | Optimal Allocation of Workflow Resources with Cost Constraint. | Zhijiao Xiao, HuiYou Chang, Yang Yi |
| 2006 | CSCWD | Optimization of Workflow Resources Allocation with Cost Constraint. | Zhijiao Xiao, HuiYou Chang, Yang Yi |
| 2006 | KSEM | An Extended Meta-model for Workflow Resource Model. | Zhijiao Xiao, HuiYou Chang, Sijia Wen, Yang Yi, Atsushi Inoue |
| 2005 | ICNC | An Immune Partheno-Genetic Algorithm for Winner Determination in Combinatorial Auctions. | JianCong Bai, HuiYou Chang, Yang Yi |
| 2004 | ICARCV | Direct adaptive control for a class of nonlinear systems using multilayer neural networks. | Tianping Zhang, Qikuen Shen, Jiandong Mei, Yang Yi |