| 2026 | AAAI | Are We on the Right Way to Assess Document Retrieval-Augmented Generation? | Wenxuan Shen, Mingjia Wang, Yaochen Wang, Dongping Chen, Junjie Yang, Yao Wan, Weiwei Lin |
| 2026 | SIGIR | CMSL: Constructive Multi-Sequence Learning for Recommendation Systems. | Zikun Cui, Renzhi Wu, Junjie Yang, Li Sheng, Jijie Wei, Linfeng Liu, Tai Guo, Tao Jia, Xiaodong Wang, Hong Li, Li Yu, Sri Reddy, Hong Yan |
| 2025 | EMNLP | Retrieval-Augmented Generation with Hierarchical Knowledge. | Haoyu Huang, Yongfeng Huang, Junjie Yang, Zhenyu Pan, Yongqiang Chen, Kaili Ma, Hongzhi Chen, James Cheng |
| 2025 | IJCNN | CotexFinger: Enhancing IoT Device Identification with Context-Packet Fingerprinting and Lightweight Mamba. | Junjie Yang, Xiu Zhang, Zelin Cui, Bo Jiang, Zhigang Lu, Huamin Feng |
| 2025 | ICRA | Intraoperative Trocar-Based Eyeball Rotation Estimation Using Only 2D Microscope Images. | Junjie Yang, Satoshi Inagaki, Zhihao Zhao, Daniel Zapp, Mathias Maier, Peter C. Issa, Kai Huang, Nassir Navab, M. Ali Nasseri |
| 2025 | RecSys | RankGraph: Unified Heterogeneous Graph Learning for Cross-Domain Recommendation. | Renzhi Wu, Junjie Yang, Li Chen, Hong Li, Li Yu, Hong Yan |
| 2024 | ICML | SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters. | Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang |
| 2024 | IROS | Shadow Maintenance for Automatic Light-Probe Control in Ophthalmic Surgeries Using Only 2D information. | Junjie Yang, Satoshi Inagaki, Zhihao Zhao, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri |
| 2024 | IROS | Intraocular Reflection Modeling and Avoidance Planning in Image-Guided Ophthalmic Surgeries. | Junjie Yang, Zhihao Zhao, Yinzheng Zhao, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri |
| 2024 | ICRA | Shadow-Based 3D Pose Estimation of Intraocular Instrument Using Only 2D Images. | Junjie Yang, Zhihao Zhao, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri |
| 2024 | ISSTA | A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models. | Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen |
| 2024 | RecSys | Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. | Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy |
| 2024 | WACV | Semi-Supervised SPO Tree Classifier Based on the DPC Framework. | Zhou Liang, Liqiong Lu, Junjie Yang, Weiming Hong, Dong-Meau Chang |
| 2024 | WACV | Consumer Evaluation Using Machine Learning for the Predictive Analysis of Consumer Purchase Indicators. | BaoFu Tang, Dong-Meau Chang, Junjie Yang |
| 2023 | AISTATS | Learning to Generalize Provably in Learning to Optimize. | Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang |
| 2023 | ICLR | M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation. | Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang |
| 2023 | MICCAI | Label-Preserving Data Augmentation in Latent Space for Diabetic Retinopathy Recognition. | Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi, Kai Huang, Mathias Maier, Nassir Navab, M. Ali Nasseri |
| 2022 | CIS | An artificial precoding-based method for blind separation of correlated sources in mimo fir systems. | Liu Yang, Binghong Xu, Junjie Yang |
| 2022 | ICASSP | Incipient Fault Severity Estimation Using Local Mahalanobis Distance. | Junjie Yang, Claude Delpha |
| 2022 | ICRA | ColibriDoc: an Eye-in-Hand Autonomous Trocar Docking System. | Shervin Dehghani, Michael Sommersperger, Junjie Yang, Mehrdad Salehi, Benjamin Busam, Kai Huang, Peter Gehlbach, Iulian Iordachita, Nassir Navab, M. Ali Nasseri |
| 2022 | ISCA | Software-hardware co-design for fast and scalable training of deep learning recommendation models. | Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao |
| 2022 | IECON | Bearing Faults Detection Using Statistical Feature Extraction and Probability Based Distance: A Comparative Study. | Junjie Yang, Claude Delpha |
| 2021 | AAAI | Retrospective Reader for Machine Reading Comprehension. | Zhuosheng Zhang, Junjie Yang, Hai Zhao |
| 2021 | AAAI | Multi-span Style Extraction for Generative Reading Comprehension. | Junjie Yang, Zhuosheng Zhang, Hai Zhao |
| 2021 | ICML | Bilevel Optimization: Convergence Analysis and Enhanced Design. | Kaiyi Ji, Junjie Yang, Yingbin Liang |
| 2021 | ICRA | Impact Mitigation for Dynamic Legged Robots with Steel Wire Transmission Using Nonlinear Active Compliance Control. | Junjie Yang, Hao Sun, Hao An, Changhong Wang |
| 2021 | IECON | Local Mahalanobis Distance Envelope Using A Robust Healthy Domain Approximation For Incipient Fault Diagnosis. | Junjie Yang, Claude Delpha |
| 2020 | IPAS | A novel image recognition approach using multiscale saliency model and GoogLeNet. | Guoan Yang, Libo Jian, Zhengzhi Lu, Junjie Yang, Deyang Liu |
| 2020 | IECON | Open-Circuit Fault Diagnosis for Interleaved DC-DC Converters. | Junjie Yang, Claude Delpha |
| 2019 | ICLR | SGD Converges to Global Minimum in Deep Learning via Star-convex Path. | Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh |
| 2018 | FM | Resource-Aware Design for Reliable Autonomous Applications with Multiple Periods. | Rongjie Yan, Di Zhu, Fan Zhang, Yiqi Lv, Junjie Yang, Kai Huang |
| 2018 | ICECCS | Design Verification and Validation for Reliable Safety-Critical Autonomous Control Systems. | Rongjie Yan, Junjie Yang, Di Zhu, Kai Huang |
| 2017 | ICCCN | A QoE-Driven Spectrum Decision Scheme for Multimedia Transmissions over Cognitive Radio Networks. | Ling Wang, Junjie Yang, Xiaojun Song |
| 2016 | ICNC | Automatic generation of aesthetic patterns with cloud model. | Tao Wu, Limin Zhang, Junjie Yang |
| 2015 | IROS | Inducement of visual attention using augmented reality for multi-display systems in advanced tele-operation. | Junjie Yang, Mitsuhiro Kamezaki, Ryuya Sato, Hiroyasu Iwata, Shigeki Sugano |
| 2015 | SECON | ScorePlus: An integrated scalable cyber-physical experiment environment for Smart Grid. | Song Tan, Wen-Zhan Song, Steve Yothment, Junjie Yang, Lang Tong |
| 2014 | ICRA | An autonomous multi-camera control system using situation-based role assignment for tele-operated work machines. | Mitsuhiro Kamezaki, Junjie Yang, Hiroyasu Iwata, Shigeki Sugano |
| 2013 | ICIP | Paralleling variable block size motion estimation of HEVC on multi-core CPU plus GPU platform. | Xiangwen Wang, Li Song, Min Chen, Junjie Yang |
| 2011 | CIS | A Weighted K-hyperline Clustering Algorithm for Mixing Matrix Estimation on Bernoulli-Gaussian Sources. | Junjie Yang, Hai-Lin |
| 2010 | CIS | A New Clustering Algorithm Based on Normalized Signal for Sparse Component Analysis. | Junjie Yang, Hai-Lin |
| 2008 | ICNC | A Precise Chaotic Particle Swarm Optimization Algorithm based on Improved Tent Map. | Yaoyao He, Jianzhong Zhou, Chaoshun Li, Junjie Yang, Qingqing Li |
| 2008 | ICNC | Adaptive Niche Multi-objective Particle Swarm Optimization Algorithm. | Yinghai Li, Jianzhong Zhou, Hui Qin, Youlin Lu, Junjie Yang |
| 2008 | ICNC | The Chaos-Based Shuffled Frog Leaping Algorithm and Its Application. | Yinghai Li, Jianzhong Zhou, Junjie Yang, Li Liu, Hui Qin, Li Yang |
| 2008 | ISNN | Similarity Measures between Connection Numbers of Set Pair Analysis. | Junjie Yang, Jianzhong Zhou, Li Liu, Yinghai Li, Zhengjia Wu |
| 2007 | CDVE | Quality Information Management System Under Collaborative Environment. | Junjie Yang, Rongqiao Wang, Jiang Fan, Xinmin Du, Zebang Zhang |
| 2006 | ICONIP | Nonlinear Hydrological Time Series Forecasting Based on the Relevance Vector Regression. | Fang Liu, Jian-Zhong Zhou, Fangpeng Qiu, Junjie Yang, Li Liu |
| 2006 | ISNN | Biased Wavelet Neural Network and Its Application to Streamflow Forecast. | Fang Liu, Jian-Zhong Zhou, Fangpeng Qiu, Junjie Yang |
| 2004 | ISCAS | Behavioural modelling of analog circuits by dynamic semi-symbolic analysis. | Junjie Yang, Sheldon X.-D. Tan |
| 2004 | ISCAS | An efficient algorithm for transient and distortion analysis of mildly nonlinear analog circuits. | Junjie Yang, Sheldon X.-D. Tan |