| 2026 | AAAI | MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation. | Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie |
| 2026 | AAAI | Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers. | Jingya Wang, Xin Deng, Wenjie Wei, Dehao Zhang, Shuai Wang, Qian Sun, Jieyuan Zhang, Hanwen Liu, Ning Xie, Malu Zhang |
| 2026 | WCNC | Securing LFM-Based Wireless Sensing Against Deception Jamming in 6G Networks. | Liping Huang, Xinxin Ma, Haijun Tan, Jinquan Liang, Ning Xie |
| 2026 | WCNC | Physical Layer Authentication for Wireless Powered Fog Computing Networks. | Xinxin Ma, Haijun Tan, Ning Xie |
| 2026 | WCNC | Quantized-Echo Detection Framework for Deceptive Jamming in Wireless Sensing Systems. | Xianglong Ou, Xinxin Ma, Haijun Tan, Zhifan Lai, Ning Xie |
| 2025 | CGI | RelieFormer: End-to-End Bas Relief Generation via Transformer. | TangSheng Dan, Yang Dai, Ning Xie |
| 2025 | CIBCB | Decoding Aging: Multi-Omics Insights into Oxidative Stress, Mitochondrial Dysfunction, and Cellular Senescence in Fibroblasts. | Rajarshi Mandal, Ning Xie, Gil Alterovitz |
| 2025 | DSN | Quantum Circuit Optimization for Protein Structure Prediction. | Xinpeng Li, Vinooth Rao Kulkarni, Jai Nana, Shusen Pu, Ning Xie, Qiang Guan, Ruihao Li, Shulei Zhang, Shuai Xu, Daniel Blankenberg, Vipin Chaudhary |
| 2025 | DSN | AI-Augmented Parameter Initialization for QAOA. | Jai Nana, Xinpeng Li, Ning Xie, Shusen Pu, Yifan Yu, Qiang Guan, Xiaotian Han, Shuai Xu, Vipin Chaudhary |
| 2025 | ICASSP | MS-RainMamba: Learning Multi-Scale State Space Models for Single Image Deraining. | Haibo Li, Zhanshuo Liu, Tuo Zhao, Tingting Zhao, Yarui Chen, Ning Xie |
| 2025 | ICCV | KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding. | Ran Ran, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang |
| 2025 | IJCAI | SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features. | Ke Liu, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang |
| 2025 | ISMAR | Zeitgebers-Based User Experience Analysis and Time Perception Modeling via Transformer in VR. | Yi Li, Zengyu Liu, Xiandi Zhu, Zhitao Liu, Yalan Ye, Ning Xie |
| 2025 | NAACL | LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios. | Pei Chen, Hongye Jin, Cheng-Che Lee, Rulin Shao, Jingfeng Yang, Mingyu Zhao, Zhaoyu Zhang, Qin Lu, Kaiwen Men, Ning Xie, Huasheng Li, Bing Yin, Han Li, Lingyun Wang |
| 2025 | QCE | CVAE-Guided QAOA Parameter Initialization and Dynamic Injection. | Jai Nana, Xinpeng Li, Ning Xie, Lauren Li, Yifan Yu, Qiang Guan, Hailu Xu, Shusen Pu, Shuai Xu, Vipin Chaudhary |
| 2024 | AAAI | CDPNet: Cross-Modal Dual Phases Network for Point Cloud Completion. | Zhenjiang Du, Jiale Dou, Zhitao Liu, Jiwei Wei, Guan Wang, Ning Xie, Yang Yang |
| 2024 | HCI | A Product Design Strategy that Comprehensively Considers Consumer Behavior and Psychological Emotional Needs. | Ning Xie, Jingluan Wang, Jiashuang Fan, Dengkai Chen |
| 2024 | QCE | Efficient Circuit Wire Cutting Based on Commuting Groups. | Xinpeng Li, Vinooth Kulkarni, Daniel T. Chen, Qiang Guan, Weiwen Jiang, Ning Xie, Shuai Xu, Vipin Chaudhary |
| 2024 | VR | Dynamic Scene Adjustment Mechanism for Manipulating User Experience in VR. | Yi Li, Zhitao Liu, Li Yuan, Haolan Tang, YouTeng Fan, Ning Xie |
| 2024 | VR | Toward Optimized AR-Based Human-Robot Interaction Ergonomics: Modeling and Predicting Interaction Comfort. | Yunqiang Pei, Bowen Jiang, Kaiyue Zhang, Ziyang Lu, Mingfeng Zha, Guoqing Wang, Zhitao Liu, Ning Xie, Yang Yang, Hengtao Shen |
| 2023 | AAAI | Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning. | Xiang Geng, Yu Zhang, Jiahuan Li, Shujian Huang, Hao Yang, Shimin Tao, Yimeng Chen, Ning Xie, Jiajun Chen |
| 2023 | CGI | Photorealistic Aquatic Plants Rendering with Cellular Structure. | Jianping Su, Ning Xie, Xin Lou |
| 2023 | ISMAR | Gaze-It: Intelligent Multimodal AR Cross-Reality Control System. | Yunlei Ren, Ning Xie, Sophyani Banaamwini Yussif, Yifeng Peng, Guowei Wang |
| 2023 | SMC | SDC: Spatial Depth Completion for Outdoor Scenes. | Weipeng Huang, Xiaofeng Zhang, Ning Xie, Xiaohua Zhang |
| 2023 | VR | Dynamic Scene Adjustment for Player Engagement in VR Game. | Zhitao Liu, Yi Li, Ning Xie, YouTeng Fan, Haolan Tang, Wei Zhang |
| 2023 | VR | Multimodal Apology: Using WebXR to Repair Trust with Virtual Companion. | Yunqiang Pei, Renming Huang, Guoqing Wang, Yang Yang, Ning Xie, Heng Tao Shen |
| 2023 | SiggraphA | Monte Carlo Denoising via Multi-scale Auxiliary Feature Fusion Guided Transformer. | Bingyi Chen, Zengyu Liu, Li Yuan, Zhitao Liu, Yi Li, Guan Wang, Ning Xie |
| 2022 | COLT | Hardness of Maximum Likelihood Learning of DPPs. | Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie |
| 2022 | ECCV | Fine-Grained Fashion Representation Learning by Online Deep Clustering. | Yang Jiao, Ning Xie, Yan Gao, Chien-Chih Wang, Yi Sun |
| 2022 | ICIP | CMA-CLIP: Cross-Modality Attention Clip for Text-Image Classification. | Jinmiao Fu, Shaoyuan Xu, Huidong Liu, Yang Liu, Ning Xie, Chien-Chih Wang, Jia Liu, Yi Sun, Bryan Wang |
| 2022 | QCE | Approximate Quantum Circuit Reconstruction. | Daniel Chen, Betis Baheri, Vipin Chaudhary, Qiang Guan, Ning Xie, Shuai Xu |
| 2021 | AISTATS | List Learning with Attribute Noise. | Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie |
| 2021 | CGI | Twin-Channel Gan: Repair Shape with Twin-Channel Generative Adversarial Network and Structural Constraints. | Zhenjiang Du, Ning Xie, Zhitao Liu, Xiaohua Zhang, Yang Yang |
| 2021 | CSR | A Generalization of a Theorem of Rothschild and van Lint. | Ning Xie, Shuai Xu, Yekun Xu |
| 2021 | ICANN | Efficient Spatio-Temporal Network with Gated Fusion for Video Super-Resolution. | Changyu Li, Dongyang Zhang, Ning Xie, Jie Shao |
| 2021 | ICONIP | Learning Multi-dimensional Parallax Prior for Stereo Image Super-Resolution. | Changyu Li, Dongyang Zhang, Chunlin Jiang, Ning Xie, Jie Shao |
| 2021 | SiggraphA | Monte Carlo Denoising with a Sparse Auxiliary Feature Encoder. | Siyuan Fu, Yifan Lu, Xiao Hua Zhang, Ning Xie |
| 2020 | AMIA | Personal Cognitive Health Library. | Lingling Zhang, Ning An, Huitong Ding, Ning Xie, Chi Zhang, Gil Alterovitz |
| 2020 | EAMT | Efficient Transfer Learning for Quality Estimation with Bottleneck Adapter Layer. | Hao Yang, Minghan Wang, Ning Xie, Ying Qin, Yao Deng |
| 2020 | VR | Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. | Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang, Heng Tao Shen |
| 2020 | SiggraphA | DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. | Yifan Lu, Ning Xie, Heng Tao Shen |
| 2019 | AAAI | Tagging Address Queries in Maps Search. | Shekoofeh Mokhtari, Ahmad Mahmoody, Dragomir Yankov, Ning Xie |
| 2019 | ICTAI | A Siamese-Detection Network for Real-Time Object Tracking. | Yang Deng, Ning Xie, Yang Yang |
| 2018 | CSR | A New Algorithm for Finding Closest Pair of Vectors (Extended Abstract). | Ning Xie, Shuai Xu, Yekun Xu |
| 2018 | DASFAA | Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. | Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang |
| 2018 | GPC | Multi-choice Virtual Machine Allocation with Time Windows in Cloud Computing. | Jixian Zhang, Ning Xie, Xuejie Zhang, Weidong Li |
| 2018 | IRI | RevMap: A Visualized Framework for Holistic View of Reviews. | Shekoofeh Mokhtari, Tao Li, Ning Xie |
| 2018 | IRI | Context-Sensitive Neural Sentiment Classification. | Shekoofeh Mokhtari, Tao Li, Ning Xie |
| 2018 | SiggraphA | DT-Zheng: digital twin method for Zheng musical instrument. | Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou, Heng Tao Shen |
| 2017 | ADC | A Deep Approach for Multi-modal User Attribute Modeling. | Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen |
| 2017 | ADC | Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. | Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Tao Shen |
| 2017 | ISNN | A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots. | Ning Xie, Kyle Brown, Nathan Rude, Derek Doran |
| 2017 | NeSy | Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. | Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler |
| 2017 | SIGGRAPH | Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization. | Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen |
| 2017 | SIGIR | POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. | Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen |
| 2016 | CSR | Fourier Sparsity of GF(2) Polynomials. | Hing Yin Tsang, Ning Xie, Shengyu Zhang |
| 2016 | ICALP | AC^0 o MOD_2 Lower Bounds for the Boolean Inner Product. | Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie |
| 2016 | ICCE | Research in Web3D Virtual Technology based Online Education Platform for Historical Battle. | Chang Liu, Jinyuan Jia, Ning Xie |
| 2016 | MMM | Client-Driven Strategy of Large-Scale Scene Streaming. | Laixiang Wen, Ning Xie, Jinyuan Jia |
| 2016 | SIGGRAPH | Rapid DCT-based LipSync generation algorithm for game making. | Ning Xie, Tianye Yuan, Ni Chen, Xin Zhou, Yu Wang, Xiaohua Zhang |
| 2016 | SYNASC | Parallel Integer Polynomial Multiplication. | Changbo Chen, Svyatoslav Covanov, Farnam Mansouri, Marc Moreno Maza, Ning Xie, Yuzhen Xie |
| 2015 | ACML | Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation. | Tingting Zhao, Gang Niu, Ning Xie, Jucheng Yang, Masashi Sugiyama |
| 2015 | APWEB | AILabel: A Fast Interval Labeling Approach for Reachability Query on Very Large Graphs. | Shuo Feng, Ning Xie, Derong Shen, Nuo Li, Yue Kou, Ge Yu |
| 2015 | IJCAI | Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning. | Ning Xie, Tingting Zhao, Feng Tian, Xiaohua Zhang, Masashi Sugiyama |
| 2014 | IRI | Generating textual storyline to improve situation awareness in disaster management. | Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie |
| 2014 | IRI | A bipartite-graph based approach for disaster susceptibility comparisons among cities. | Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie, Jinpeng Wei |
| 2013 | CISS | Fast open-loop synchronization for distributed downlink beamforming. | Ning Xie, Xu Bao, Hui Wang, Xiaohui Lin |
| 2013 | FOCS | Fourier Sparsity, Spectral Norm, and the Log-Rank Conjecture. | Hing Yin Tsang, Chung Hoi Wong, Ning Xie, Shengyu Zhang |
| 2013 | GLOBECOM | Fast open-loop synchronization for cooperative distributed beamforming. | Ning Xie, Xu Bao, Athina P. Petropulu, Hui Wang |
| 2012 | ICALP | Converting Online Algorithms to Local Computation Algorithms. | Yishay Mansour, Aviad Rubinstein, Shai Vardi, Ning Xie |
| 2012 | ICML | Artist Agent: A Reinforcement Learning Approach to Automatic Stroke Generation in Oriental Ink Painting. | Ning Xie, Hirotaka Hachiya, Masashi Sugiyama |
| 2012 | WCNC | Multi-pair physical layer network coding with beamforming systems. | Ning Xie, Shengli Zhang, Hui Wang |
| 2012 | SODA | Space-efficient local computation algorithms. | Noga Alon, Ronitt Rubinfeld, Shai Vardi, Ning Xie |
| 2011 | TrustCom | Anisotropic Band-Pass Trilateral Filter for Creating Artistic Painting from Real Image. | Xiaohua Zhang, Yuto Yoshida, Ning Xie |
| 2010 | ICALP | Testing Non-uniform | Ronitt Rubinfeld, Ning Xie |
| 2010 | SODA | Lower Bounds for Testing Triangle-freeness in Boolean Functions. | Arnab Bhattacharyya, Ning Xie |
| 2009 | SiggraphA | Contour-driven brush stroke synthesis. | Ning Xie, Hamid Laga, Suguru Saito, Masayuki Nakajima |
| 2009 | STACS | Testing Linear-Invariant Non-Linear Properties. | Arnab Bhattacharyya, Victor Chen, Madhu Sudan, Ning Xie |
| 2007 | STOC | Testing k-wise and almost k-wise independence. | Noga Alon, Alexandr Andoni, Tali Kaufman, Kevin Matulef, Ronitt Rubinfeld, Ning Xie |