| 2026 | WWW | Energy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation Models. | Wentao Gao, Xiaojing Du, Xiongren Chen, Yifan Guo, Andres Mauricio Cifuentes Bernal, Renqiang Luo, Ziqi Xu |
| 2025 | DAC | ArbiterQ: Improving QNN Convergency and Accuracy by Applying Personalized Model on Heterogeneous Quantum Devices. | Tianyao Chu, Siwei Tan, Liqiang Lu, Jingwen Leng, Fangxin Liu, Congliang Lang, Yifan Guo, Jianwei Yin |
| 2025 | DATE | SEDG: Stitch-Compatible End-to-End Layout Decomposition Based on Graph Neural Network. | Yifan Guo, Jiawei Chen, Yexin Li, Yunxiang Zhang, Qing Zhang, Yuhang Zhang, Yongfu Li |
| 2025 | ICIG | A Lightweight and Real-Time Asymmetric Multi-output Thermal Radiation Effects Correction in Infrared Images. | Bo Fu, Dongming Xie, Yuanxin Li, Yifan Guo, Xinyuan Deng, Yaozong Zhang, Yu Shi |
| 2025 | IJCAI | Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach. | Yifan Guo, Alyssa Yu |
| 2025 | IJCAI | Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search. | Shubin Ma, Liang Zhao, Mingdong Lu, Yifan Guo, Bo Xu |
| 2025 | MASS | Federated Learning for Edge WiFi Sensing: Improving Few-Shot Learning Across Various Classifications. | Jianchao Song, Usman Shuaibu Musa, Yixin Chen, Papa Pene, Yifan Guo, Wei Yu |
| 2025 | SERA | From Menus to Management: An Integrated Platform Leveraging Large Language Models in Automatic Restaurant Ordering Systems. | Pouria Tayebi, Yingcheng Sun, Yifan Guo |
| 2024 | EMNLP | Dual-teacher Knowledge Distillation for Low-frequency Word Translation. | Yifan Guo, Hongying Zan, Hongfei Xu |
| 2024 | ICCCN | QATFP-YOLO: Optimizing Object Detection on Non-GPU Devices with YOLO Using Quantization-Aware Training and Filter Pruning. | Gift Idama, Yifan Guo, Wei Yu |
| 2024 | IROS | iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning. | Yifan Guo, Zhongqiang Ren, Chen Wang |
| 2023 | ICIP | Dynamic Dual-Graph Fusion Convolutional Network for Alzheimer's Disease Diagnosis. | Fanshi Li, Zhihui Wang, Yifan Guo, Congcong Liu, Yanjie Zhu, Yihang Zhou, Jun Li, Dong Liang, Haifeng Wang |
| 2023 | INFOCOM | Attack Evaluations of Deep Learning Empowered WiFi Sensing in IoT Systems. | Jianchao Song, Cheng Qian, Yifan Guo, Kun Hua, Wei Yu |
| 2023 | Interspeech | Multi-channel multi-speaker transformer for speech recognition. | Yifan Guo, Yao Tian, Hongbin Suo, Yulong Wan |
| 2023 | SERA | Digital Twins of Smart Campus: Performance Evaluation Using Machine Learning Analysis. | Adamu Hussaini, Cheng Qian, Yifan Guo, Chao Lu, Wei Yu |
| 2022 | CASES | Work-in-Progress: High-Precision Short-Term Lifetime Prediction in TLC 3D NAND Flash Memory as Hot-data Storage. | Xiaotong Fang, Meng Zhang, Yifan Guo, Fei Chen, Binglu Chen, Xuepeng Zhan, Jixuan Wu, Fei Wu, Jiezhi Chen |
| 2022 | ICIP | Person Re-Identification in Panoramic Views Based on Bayesian Transformers. | Wenfeng Song, Xinyu Zhang, Ying Ye, Yang Gao, Yifan Guo, Aimin Hao, Xia Hou |
| 2022 | Interspeech | Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization. | Yifan Chen, Yifan Guo, Qingxuan Li, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan |
| 2021 | ASRU | Far-Field Speech Recognition Based on Complex-Valued Neural Networks and Inter-Frame Similarity Difference Method. | Yifan Guo, Yifan Chen, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan |
| 2021 | FQAS | DocTalk: Combining Dependency-Based Text Graphs and Deep Learning into a Practical Dialog Engine. | Yifan Guo, Weilun Sun, Ali Y. Khan, Tam Doan, Paul Tarau |
| 2021 | ISMAR | Interactive Embodied Agent for Navigation in Virtual Environments. | Te Cao, Chong Cao, Yifan Guo, Guanyi Wu, Xukun Shen |
| 2021 | MOBIHOC | Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework. | Yifan Guo, Lixing Yu, Qianlong Wang, Tianxi Ji, Yuguang Fang, Jin Wei-Kocsis, Pan Li |
| 2019 | ACML | Differentially Private Community Detection in Attributed Social Networks. | Tianxi Ji, Changqing Luo, Yifan Guo, Jinlong Ji, Weixian Liao, Pan Li |
| 2019 | ICDM | Quantized Adversarial Training: An Iterative Quantized Local Search Approach. | Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Pan Li |
| 2019 | IGARSS | An Impoved Parameter Estimation of LFM Signal Based on MCKF. | Tong Gu, Guisheng Liao, Yachao Li, Yinghui Quan, Yifan Guo, Yan Huang |
| 2019 | IGARSS | An Improved Moving Target Detection Method Based on RPCA for SAR Systems. | Yifan Guo, Guisheng Liao, Jun Li, Tong Gu |
| 2018 | ACML | Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. | Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li |
| 2018 | SIGCSE | Early Detection on Students' Failing Open-Source based Course Projects using Machine Learning Approaches: (Abstract Only). | Yifan Guo, Yang Song, Edward F. Gehringer |
| 2016 | FIE | A quantitative case study on students' strategy for using authorized cheat-sheets. | Yang Song, Yifan Guo, David Thuente |
| 2016 | FIE | An experiment with separate formative and summative rubrics in educational peer assessment. | Yang Song, Zhewei Hu, Yifan Guo, Edward F. Gehringer |