| 2026 | AAAI | Automatic Channel Pruning by Searching with Structure Embedding for Hash Network. | Zifan Liu, Yuan Cao, Yifan Sun, Yanwei Yu, Heng Qi |
| 2026 | AAAI | Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting. | Feng Wang, Tianxiang Chen, Shuyue Wei, Qian Chu, Yi Zhang, Yifan Sun, Zhiming Zheng |
| 2026 | ACL | TinyAlign: Boosting Lightweight Vision-Language Models by Mitigating Modal Alignment Bottlenecks. | Yuanze Hu, Xinyu Wang, Zhichao Yang, Gen Li, Ye Qiu, Zhaoxin Fan, Yifan Sun, Wenjun Wu, Jin Dong, Xiaotie Deng |
| 2026 | ACL | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments. | Hao Mi, Qiang Sheng, Shaofei Wang, Beizhe Hu, Yifan Sun, Zhengjia Wang, Hengqi Zeng, Yang Li, Danding Wang, Juan Cao |
| 2026 | CHI | Designing AI Peers for Collaborative Mathematical Problem Solving with Middle School Students: A Participatory Design Study. | Wenhan Lyu, Yimeng Wang, Murong Yue, Yifan Sun, Jennifer Suh, Meredith Kier, Ziyu Yao, Yixuan Zhang |
| 2026 | EACL | Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework. | Xinle Pang, Danding Wang, Qiang Sheng, Yifan Sun, Beizhe Hu, Juan Cao |
| 2026 | HPCA | QuCo: Efficient and Flexible Hardware-Driven Automatic Configuration of Tile Transfers in GPUs. | Nicols Meseguer, Daoxuan Xu, Yifan Sun, Michael Pellauer, Jos L. Abelln, Manuel E. Acacio |
| 2026 | HPCA | HDPAT: Hierarchical Distributed Page Address Translation for Wafer-Scale GPUs. | Daoxuan Xu, Ying Li, Yuwei Sun, Jie Ren, Yifan Sun |
| 2025 | ACL | Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery. | Yifan Sun, Danding Wang, Qiang Sheng, Juan Cao, Jintao Li |
| 2025 | ACL | BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving. | Ran Xin, Chenguang Xi, Jie Yang, Feng Chen, Hang Wu, Xia Xiao, Yifan Sun, Shen Zheng, Ming Ding |
| 2025 | CLUSTER | GreenK8s: Green-aware Scheduling for Sustainable Kubernetes Cluster Management. | Yifan Sun, Minxian Xu, Adel Nadjaran Toosi |
| 2025 | EMNLP | MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. | Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao |
| 2025 | EMNLP | The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas. | Ya Wu, Qiang Sheng, Danding Wang, Guang Yang, Yifan Sun, Zhengjia Wang, Yuyan Bu, Juan Cao |
| 2025 | HCI | Mobile Phones and Healthy Aging: A Bibliometric and Visualized Review of 2205 Articles. | Wei Lyu, Yifan Sun, Yanzhi Zhu, Junjie Chen, Qiongyu Xu, Zhenhao Xu, Chao Shen |
| 2025 | ICCV | CoST: Efficient Collaborative Perception from Unified Spatiotemporal Perspective. | Zongheng Tang, Yi Liu, Yifan Sun, Yulu Gao, Jinyu Chen, Runsheng Xu, Si Liu |
| 2025 | ICML | Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization. | Yang Shen, Xiu-Shen Wei, Yifan Sun, Yuxin Song, Tao Yuan, Jian Jin, He-Yang Xu, Yazhou Yao, Errui Ding |
| 2025 | ICML | The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination. | Yifan Sun, Han Wang, Dongbai Li, Gang Wang, Huan Zhang |
| 2025 | ICML | Origin Identification for Text-Guided Image-to-Image Diffusion Models. | Wenhao Wang, Yifan Sun, Zongxin Yang, Zhentao Tan, Zhengdong Hu, Yi Yang |
| 2025 | ICONIP | Coarse-and-Learn: Efficient Online Node Labeling. | Subhanu Halder, Manoj Kumar, Yifan Sun, Sandeep Kumar |
| 2025 | IROS | Steady-State Drifting Equilibrium Analysis of Single-Track Two-Wheeled Robots for Controller Design. | Feilong Jing, Yang Deng, Boyi Wang, Xudong Zheng, Yifan Sun, Zhang Chen, Bin Liang |
| 2025 | ISCA | NetCrafter: Tailoring Network Traffic for Non-Uniform Bandwidth Multi-GPU Systems. | Amel Fatima, Yang Yang, Yifan Sun, Rachata Ausavarungnirun, Adwait Jog |
| 2025 | ISCA | TrioSim: A Lightweight Simulator for Large-Scale DNN Workloads on Multi-GPU Systems. | Ying Li, Yuhui Bao, Gongyu Wang, Xinxin Mei, Pranav Vaid, Anandaroop Ghosh, Adwait Jog, Darius Bunandar, Ajay Joshi, Yifan Sun |
| 2025 | ISCA | The Sparsity-Aware LazyGPU Architecture. | Changxi Liu, Miao Yu, Yifan Sun, Trevor E. Carlson |
| 2025 | IECON | Autonomous Drifting of Single-Track Two-Wheeled Robot with Deep Reinforcement Learning. | Yifan Sun, Feilong Jing, Yang Deng, Jin Gu, Zhang Chen |
| 2025 | ISPASS | Luthier: A Dynamic Binary Instrumentation Framework Targeting AMD GPUs. | Matin Raayai Ardakani, Andrew Nguyen, Ivan Rosales, Daoxuan Xu, Yuwei Sun, Yifan Sun, David R. Kaeli, Norman Rubin |
| 2024 | ACSSC | Almost Multisecant BFGS Quasi-Newton Method. | Mokhwa Lee, Yifan Sun |
| 2024 | ACSSC | Active Reconfigurable Intelligent Surface Empowered Synthetic Aperture Radar Imaging. | Yifan Sun, Rang Liu, Zhiping Lu, Honghao Luo, Ming Li, Qian Liu |
| 2024 | CVPR | EASE-DETR: Easing the Competition among Object Queries. | Yulu Gao, Yifan Sun, Xudong Ding, Chuyang Zhao, Si Liu |
| 2024 | CVPR | MS-DETR: Efficient DETR Training with Mixed Supervision. | Chuyang Zhao, Yifan Sun, Wenhao Wang, Qiang Chen, Errui Ding, Yi Yang, Jingdong Wang |
| 2024 | ECCV | LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction. | Penghui Du, Yu Wang, Yifan Sun, Luting Wang, Yue Liao, Gang Zhang, Errui Ding, Yan Wang, Jingdong Wang, Si Liu |
| 2024 | ICLR | Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. | Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia |
| 2024 | ICML | Regression Learning with Limited Observations of Multivariate Outcomes and Features. | Yifan Sun, Grace Yi |
| 2024 | ICML | Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence. | Weiye Zhao, Feihan Li, Yifan Sun, Rui Chen, Tianhao Wei, Changliu Liu |
| 2024 | MICRO | Looking into the Black Box: Monitoring Computer Architecture Simulations in Real-Time with AkitaRTM. | Ali Mosallaei, Katherine E. Isaacs, Yifan Sun |
| 2024 | TrustCom | Differentially Private Graph Convolutional Networks with Privacy Amplification. | Yifan Sun, Meng Song |
| 2023 | AAAI | PGSS: Pitch-Guided Speech Separation. | Xiang Li, Yiwen Wang, Yifan Sun, Xihong Wu, Jing Chen |
| 2023 | AAAI | Semi-attention Partition for Occluded Person Re-identification. | Mengxi Jia, Yifan Sun, Yunpeng Zhai, Xinhua Cheng, Yi Yang, Ying Li |
| 2023 | AAAI | A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection. | Wenhao Wang, Yifan Sun, Yi Yang |
| 2023 | AAAI | Clustered Federated Learning for Heterogeneous Data (Student Abstract). | Xue Yu, Ziyi Liu, Yifan Sun, Wu Wang |
| 2023 | ACL | WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings. | Wenjie Zhuo, Yifan Sun, Xiaohan Wang, Linchao Zhu, Yi Yang |
| 2023 | AISTATS | Reducing Discretization Error in the Frank-Wolfe Method. | Zhaoyue Chen, Yifan Sun |
| 2023 | ATVA | On the Difficulty of Intersection Checking with Polynomial Zonotopes. | Yushen Huang, Ertai Luo, Stanley Bak, Yifan Sun |
| 2023 | CHI | What Do We Mean When We Talk about Trust in Social Media? A Systematic Review. | Yixuan Zhang, Joseph D. Gaggiano, Nutchanon Yongsatianchot, Nurul M. Suhaimi, Miso Kim, Yifan Sun, Jacqueline A. Griffin, Andrea G. Parker |
| 2023 | CVPR | Pose Synchronization under Multiple Pair-wise Relative Poses. | Yifan Sun, Qixing Huang |
| 2023 | CVPR | ProD: Prompting-to-disentangle Domain Knowledge for Cross-domain Few-shot Image Classification. | Tianyi Ma, Yifan Sun, Zongxin Yang, Yi Yang |
| 2023 | CVPR | DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection. | Zongheng Tang, Yifan Sun, Si Liu, Yi Yang |
| 2023 | CVPR | Strong Detector with Simple Tracker. | Zongheng Tang, Yulu Gao, Zizheng Xun, Fengguang Peng, Yifan Sun, Si Liu, Bo Li |
| 2023 | CVPR | Context-Aware Pretraining for Efficient Blind Image Decomposition. | Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang |
| 2023 | CVPR | Exploring Expression-related Self-supervised Learning and Spatial Reserve Pooling for Affective Behaviour Analysis. | Fanglei Xue, Yifan Sun, Yi Yang |
| 2023 | HCI | The Relevance of Emotional AI-Generated Painting to the Painting Subject and Main Colors. | Yan Wang, Yifan Sun |
| 2023 | ICCV | A Unified Continual Learning Framework with General Parameter-Efficient Tuning. | Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang |
| 2023 | ICCV | Large-Scale Person Detection and Localization using Overhead Fisheye Cameras. | Lu Yang, Liulei Li, Xueshi Xin, Yifan Sun, Qing Song, Wenguan Wang |
| 2023 | ICLR | Decompose to Generalize: Species-Generalized Animal Pose Estimation. | Guangrui Li, Yifan Sun, Zongxin Yang, Yi Yang |
| 2023 | ICLR | Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation. | Zhengdong Hu, Yifan Sun, Yi Yang |
| 2023 | ICML | Fast Online Node Labeling for Very Large Graphs. | Baojian Zhou, Yifan Sun, Reza Babanezhad Harikandeh |
| 2023 | ISPASS | A Regression-based Model for End-to-End Latency Prediction for DNN Execution on GPUs. | Ying Li, Yifan Sun, Adwait Jog |
| 2023 | MICRO | Path Forward Beyond Simulators: Fast and Accurate GPU Execution Time Prediction for DNN Workloads. | Ying Li, Yifan Sun, Adwait Jog |
| 2023 | MICRO | Photon: A Fine-grained Sampled Simulation Methodology for GPU Workloads. | Changxi Liu, Yifan Sun, Trevor E. Carlson |
| 2022 | AAAI | Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification. | Zhengdong Hu, Yifan Sun, Yi Yang, Jianguang Zhou |
| 2022 | AAAI | Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory. | Jialun Liu, Wenhui Li, Yifan Sun |
| 2022 | CHI | Shifting Trust: Examining How Trust and Distrust Emerge, Transform, and Collapse in COVID-19 Information Seeking. | Yixuan Zhang, Nurul Suhaimi, Nutchanon Yongsatianchot, Joseph D. Gaggiano, Miso Kim, Shivani A. Patel, Yifan Sun, Stacy Marsella, Jacqueline A. Griffin, Andrea G. Parker |
| 2022 | CVPR | Learning Memory-Augmented Unidirectional Metrics for Cross-modality Person Re-identification. | Jialun Liu, Yifan Sun, Feng Zhu, Hongbin Pei, Yi Yang, Wenhui Li |
| 2022 | CVPR | H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection. | Yunqiu Xu, Yifan Sun, Zongxin Yang, Jiaxu Miao, Yi Yang |
| 2022 | ECCV | UFO: Unified Feature Optimization. | Teng Xi, Yifan Sun, Deli Yu, Bi Li, Nan Peng, Gang Zhang, Xinyu Zhang, Zhigang Wang, Jinwen Chen, Jian Wang, Lufei Liu, Haocheng Feng, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang |
| 2022 | ICASSP | Multi-Speaker Pitch Tracking via Embodied Self-Supervised Learning. | Xiang Li, Yifan Sun, Xihong Wu, Jing Chen |
| 2022 | ICDM | Few-shot Partial Multi-label Learning with Data Augmentation. | Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi |
| 2022 | ICLR | Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification. | Zhengdong Hu, Yifan Sun, Yi Yang |
| 2022 | ICML | Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets. | Baojian Zhou, Yifan Sun |
| 2022 | Interspeech | Unsupervised Acoustic-to-Articulatory Inversion with Variable Vocal Tract Anatomy. | Yifan Sun, Qinlong Huang, Xihong Wu |
| 2022 | Interspeech | Unsupervised Inference of Physiologically Meaningful Articulatory Trajectories with VocalTractLab. | Yifan Sun, Qinlong Huang, Xihong Wu |
| 2022 | PPoPP | Understanding wafer-scale GPU performance using an architectural simulator. | Chris Thames, Hang Yan, Yifan Sun |
| 2021 | BMVC | Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation. | Kai Zhang, Yifan Sun, Rui Wang, Haichang Li, Xiaohui Hu |
| 2021 | CHI | Mapping the Landscape of COVID-19 Crisis Visualizations. | Yixuan Zhang, Yifan Sun, Lace M. K. Padilla, Sumit Barua, Enrico Bertini, Andrea G. Parker |
| 2021 | CVPR | Learning View Selection for 3D Scenes. | Yifan Sun, Qixing Huang, Dun-Yu Hsiao, Li Guan, Gang Hua |
| 2021 | CVPR | Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales. | Yifan Sun, Yuke Zhu, Yuhan Zhang, Pengkun Zheng, Xi Qiu, Chi Zhang, Yichen Wei |
| 2021 | ICCV | IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID. | Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang, Ling-Yu Duan |
| 2021 | ISPASS | GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs. | Trinayan Baruah, Kaustubh Shivdikar, Shi Dong, Yifan Sun, Saiful A. Mojumder, Kihoon Jung, Jos L. Abelln, Yash Ukidave, Ajay Joshi, John Kim, David R. Kaeli |
| 2020 | AISTATS | Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization. | Huang Fang, Zhenan Fan, Yifan Sun, Michael P. Friedlander |
| 2020 | CHI | Introducing Gamettes: A Playful Approach for Capturing Decision-Making for Informing Behavioral Models. | Omid Mohaddesi, Yifan Sun, Rana Azghandi, Rozhin Doroudi, Sam Snodgrass, zlem Ergun, Jacqueline A. Griffin, David R. Kaeli, Stacy Marsella, Casper Harteveld |
| 2020 | CVPR | Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective. | Jialun Liu, Yifan Sun, Chuchu Han, Zhaopeng Dou, Wenhui Li |
| 2020 | CVPR | Circle Loss: A Unified Perspective of Pair Similarity Optimization. | Yifan Sun, Changmao Cheng, Yuhan Zhang, Chi Zhang, Liang Zheng, Zhongdao Wang, Yichen Wei |
| 2020 | ECCV | CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions. | Zhongdao Wang, Jingwei Zhang, Liang Zheng, Yixuan Liu, Yifan Sun, Yali Li, Shengjin Wang |
| 2020 | HPCA | Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems. | Trinayan Baruah, Yifan Sun, Ali Tolga Diner, Saiful A. Mojumder, Jos L. Abelln, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, David R. Kaeli |
| 2020 | WACV | CAFM: A 3D Morphable Model for Animals. | Yifan Sun, Noboru Murata |
| 2019 | ACSSC | Bundle methods for dual atomic pursuit. | Zhenan Fan, Yifan Sun, Michael P. Friedlander |
| 2019 | AISTATS | Are we there yet? Manifold identification of gradient-related proximal methods. | Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt |
| 2019 | CVPR | Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification. | Yifan Sun, Qin Xu, Yali Li, Chi Zhang, Yikang Li, Shengjin Wang, Jian Sun |
| 2019 | ICCV | Vehicle Re-Identification With Viewpoint-Aware Metric Learning. | Ruihang Chu, Yifan Sun, Yadong Li, Zheng Liu, Chi Zhang, Yichen Wei |
| 2019 | ICCV | K-Best Transformation Synchronization. | Yifan Sun, Jiacheng Zhuo, Arnav Mohan, Qixing Huang |
| 2019 | ISCA | MGPUSim: enabling multi-GPU performance modeling and optimization. | Yifan Sun, Trinayan Baruah, Saiful A. Mojumder, Shi Dong, Xiang Gong, Shane Treadway, Yuhui Bao, Spencer Hance, Carter McCardwell, Vincent Zhao, Harrison Barclay, Amir Kavyan Ziabari, Zhongliang Chen, Rafael Ubal, Jos L. Abelln, John Kim, Ajay Joshi, David R. Kaeli |
| 2018 | ACSSC | Latent Group Structured Multi-task Learning. | Xiangyu Niu, Yifan Sun, Jinyuan Sun |
| 2018 | CVPR | Wide Compression: Tensor Ring Nets. | Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal |
| 2018 | DATE | Airavat: Improving energy efficiency of heterogeneous applications. | Trinayan Baruah, Yifan Sun, Shi Dong, David R. Kaeli, Norm Rubin |
| 2018 | ECCV | Joint Map and Symmetry Synchronization. | Yifan Sun, Zhenxiao Liang, Xiangru Huang, Qixing Huang |
| 2018 | ECCV | Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline). | Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, Shengjin Wang |
| 2018 | ICPR | Attend and Align: Improving Deep Representations with Feature Alignment Layer for Person Retrieval. | Qin Xu, Yifan Sun, Yali Li, Shengjin Wang |
| 2018 | ISPASS | Evaluating Performance Tradeoffs on the Radeon Open Compute Platform. | Yifan Sun, Saoni Mukherjee, Trinayan Baruah, Shi Dong, Julian Gutierrez, Prannoy Mohan, David R. Kaeli |
| 2018 | WSC | An Integrated simulation Framework for examining Resiliency in pharmaceutical supply Chains considering Human Behaviors. | Rozhin Doroudi, Rana Azghandi, Zlatan Feric, Omid Mohaddesi, Yifan Sun, Jacqueline A. Griffin, zlem Ergun, David R. Kaeli, Pedro Sequeira, Stacy Marsella, Casper Harteveld |
| 2018 | WWW | A Sparse Topic Model for Extracting Aspect-Specific Summaries from Online Reviews. | Vineeth Rakesh, Weicong Ding, Aman Ahuja, Nikhil Rao, Yifan Sun, Chandan K. Reddy |
| 2018 | WSDM | Dynamic Word Embeddings for Evolving Semantic Discovery. | Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong |
| 2017 | ICCV | SVDNet for Pedestrian Retrieval. | Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang |
| 2017 | IJCAI | Inverse Covariance Estimation with Structured Groups. | Shaozhe Tao, Yifan Sun, Daniel Boley |
| 2017 | ISIT | Encoded distributed optimization. | Can Karakus, Yifan Sun, Suhas N. Diggavi |
| 2016 | ECCV | MARS: A Video Benchmark for Large-Scale Person Re-Identification. | Liang Zheng, Zhi Bie, Yifan Sun, Jingdong Wang, Chi Su, Shengjin Wang, Qi Tian |
| 2016 | ISPASS | A comprehensive performance analysis of HSA and OpenCL 2.0. | Saoni Mukherjee, Yifan Sun, Paul Blinzer, Amir Kavyan Ziabari, David R. Kaeli |
| 2015 | KSEM | Mining User's Location Intention from Mobile Search Log. | Yifan Sun, Xin Li, Lin Li, Qi Liu, Enhong Chen, Haiping Ma |
| 2011 | ACSSC | Complexity analysis of interior point methods for LP decoding. | Yifan Sun, Lara Dolecek |
| 2011 | GLOBECOM | Joint Spectrum Sensing and Detection of Malicious Nodes via Belief Propagation. | Federico Penna, Yifan Sun, Lara Dolecek, Danijela Cabric |