| 2026 | AAAI | CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing. | Yiyang Gu, Bohan Wu, Yifang Qin, Jiaru Tang, Rong-Cheng Tu, Zhiping Xiao, Taian Guo, Junyu Luo, Wei Ju, Xiao Luo, Dacheng Tao, Ming Zhang |
| 2026 | ACL | SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models. | Yiyang Gu, Junwei Yang, Junyu Luo, Ye Yuan, Bin Feng, Yingce Xia, Shufang Xie, Kaili Liu, Bohan Wu, Qi Shi, Haoran Li, Beier Xiao, Zhiping Xiao, Xiao Luo, Weizhi Zhang, Philip S. Yu, Zequn Liu, Ming Zhang |
| 2026 | ACL | Context-attended Adversarial Reinforcement Learning for Robust Multi-step Retrieval Augmented Generation. | Yingtao Ren, Xiao Luo, Yu-Cheng Chang, Chin-Teng Lin |
| 2026 | ACL | InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning. | Junyou Su, He Zhu, Xiao Luo, Liyu Zhang, Hong-Yu Zhou, Yun Chen, Peng Li, Yang Liu, Guanhua Chen |
| 2026 | ACL | FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner. | Hao Wu, Hongru Sun, Wanqing Li, Xinguo Yu, Hao Ming, Xiao Luo, Wenbin Zhang, Jiahong Zhao, Yi Guo, Jie Yang |
| 2026 | ACL | GALA: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training. | Zhongwei Xie, Ruihao Liao, Zimo Wang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2026 | ACL | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions. | Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo |
| 2026 | ACL | Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning. | Zhiyin Yu, Bo Zhang, Qibin Hou, Zhonghai Wu, Xiao Luo, Lei Bai |
| 2026 | ACL | DANCE: Diversity-attended Dynamic Caching with Asymmetric Quantization for Test-time Adaptation of Vision-Language Models. | Shunge Zou, Changhu Wang, Wei Ju, Ziyue Qiao, Xiao Luo |
| 2026 | KDD | Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning. | Yuhang Pei, Fanchun Meng, Qinghua Ran, Tao Ren, Yifan Wang, Wei Ju, Zimo Wang, Xian-Sheng Hua, Xiao Luo |
| 2026 | KDD | DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation. | Haodong Zhang, Tao Ren, Changhu Wang, Yifan Wang, Wei Ju, Huaizhi Tang, Junyu Luo, Zimo Wang, Ziyue Qiao, Xian-Sheng Hua, Xiao Luo |
| 2026 | WWW | Graph Cross-Domain Continual Fine-Tuning via Orthogonal LoRA Routing with Contrastive Expert Specialization. | Qianyi Cai, Ziyue Qiao, Minghao Yang, Xiao Luo, Hui Xiong |
| 2026 | WWW | Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts. | Junyu Luo, Zixuan Ouyang, Xiao Luo, Hourun Li, Zhiping Xiao, Yifan Wang, Ming Zhang |
| 2026 | SIGIR | EviRAG: Evidence-Guided Retrieval-Augmented Generation for Medical Vision-Language Models. | Yiyang Gu, Jiayue Fan, Kaili Liu, Bohan Wu, Binqi Chen, Zequn Liu, Zhiping Xiao, Rong-Cheng Tu, Xiao Luo, Ming Zhang |
| 2026 | SIGIR | When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse. | Yingtao Ren, Ziyi Zhao, Yiwei Fu, Xiao Luo, Yu-Cheng Chang, Chin-Teng Lin |
| 2026 | SECON | Poster: Beyond RTT: Enhancing Routing Path Inference for Overlay Networks with Clock Offset. | Haoran Pang, Hao Yu, Lin He, Zerui Yang, Yanwei Xu, Jounghoon Kim, Xiao Luo, Linqiang Song, Yudai Matsuda, Gong Zhang, Bo Bai |
| 2025 | AAAI | DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. | Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2025 | AAAI | Attention Bootstrapping for Multi-Modal Test-Time Adaptation. | Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang |
| 2025 | AAAI | TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs. | Yusheng Zhao, Changhu Wang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang |
| 2025 | ACL | FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. | Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo |
| 2025 | ACL | MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering. | Yiwei Fu, Yuxing Zhang, Chunchun Chen, JianwenMa JianwenMa, Quan Yuan, Rong-Cheng Tu, Xinli Huang, Wei Ye, Xiao Luo, Minghua Deng |
| 2025 | ACL | A Survey on Efficient Large Language Model Training: From Data-centric Perspectives. | Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang |
| 2025 | ACL | Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models. | Huanhuan Wei, Xiao Luo, Hongyi Yu, Jinping Liang, Luning Yang, Lixing Lin, Alexandra Popa, Xiting Yan |
| 2025 | ACL | scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation. | Zhiyin Yu, Chao Zheng, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2025 | ACL | Embracing Large Language Models in Traffic Flow Forecasting. | Yusheng Zhao, Xiao Luo, Haomin Wen, Zhiping Xiao, Wei Ju, Ming Zhang |
| 2025 | CIKM | Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization. | Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang |
| 2025 | EMNLP | HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning. | Ruochang Li, Xiao Luo, Zhiping Xiao, Wei Ju, Ming Zhang |
| 2025 | EMNLP | A Survey of RAG-Reasoning Systems in Large Language Models. | Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu |
| 2025 | EMNLP | How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective. | Xiao Luo, Changhu Wang, Yizhou Sun, Wei Wang |
| 2025 | EMNLP | LEAF: Large Language Diffusion Model for Time Series Forecasting. | Yuhang Pei, Tao Ren, Yifan Wang, Zhipeng Sun, Wei Ju, Chong Chen, XianSheng Hua, Xiao Luo |
| 2025 | EMNLP | Protein Large Language Models: A Comprehensive Survey. | Yijia Xiao, Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren, Renliang Sun, Haixin Wang, Guancheng Wan, Pan Lu, Xiao Luo, Yu Zhang, James Zou, Yizhou Sun, Wei Wang |
| 2025 | EMNLP | Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness. | Yusheng Zhao, Xiao Luo, Junyu Luo, Weizhi Zhang, Zhiping Xiao, Wei Ju, Philip S. Yu, Ming Zhang |
| 2025 | ICCV | Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment. | Zhenbang Du, Yonggan Fu, Lifu Wang, Jiayi Qian, Xiao Luo, Yingyan (Celine) Lin |
| 2025 | ICDM | How Effective is In-Context Learning with Large Language Models for Rare Cell Identification in Single-Cell Expression Data? | Huaiyuan Yao, Zhenxiao Cao, Zhongman Wang, Xiewei Ni, Jinyan Dong, Hongyi Cai, Yuqiang Han, Xiao Luo |
| 2025 | ICLR | Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. | Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong |
| 2025 | ICML | Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation. | Junyu Luo, Yuhao Tang, Yiwei Fu, Xiao Luo, Zhizhuo Kou, Zhiping Xiao, Wei Ju, Wentao Zhang, Ming Zhang |
| 2025 | ICML | GCAL: Adapting Graph Models to Evolving Domain Shifts. | Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong |
| 2025 | ICML | Rethink GraphODE Generalization within Coupled Dynamical System. | Guancheng Wan, Zijie Huang, Wanjia Zhao, Xiao Luo, Yizhou Sun, Wei Wang |
| 2025 | ICML | DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning. | Yifan Wang, Hourun Li, Ling Yue, Zhiping Xiao, Jia Yang, Changling Zhou, Wei Ju, Ming Zhang, Xiao Luo |
| 2025 | ICML | Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes. | Yusheng Zhao, Qixin Zhang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang |
| 2025 | IJCAI | NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration. | Jiawei Gu, Ziyue Qiao, Xiao Luo |
| 2025 | IROS | Design and Geometry-Aware Planning of a Novel Probe-Scanning Manipulator with RCM Constraint. | Xiao Luo, Zixing Jiang, Man Cheong Lei, Yitian Xian, Yingbai Hu, Ai Dong, Peter Ka Fung Chiu, Zheng Li |
| 2025 | IROS | Non-Contact Hand-Guided Coarse Positioning of Neurosurgical Instrument Insertion End Effector Based on Magnetic Sensing. | Yitian Xian, Yichong Sun, Xiao Luo, Yingbai Hu, Limin Zou, Danny Tat Ming Chan, David Yuen Chung Chan, Zheng Li |
| 2025 | KDD | Future Matters for Present: Towards Effective Physical Simulation over Meshes. | Xiao Luo, Junyu Luo, Huiyu Jiang, Hang Zhou, Zhiping Xiao, Wei Ju, Carl Ji Yang, Ming Zhang, Yizhou Sun |
| 2025 | NAACL | Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective. | Dapeng Jiang, Xiao Luo |
| 2025 | NAACL | How Do Large Language Models Perform in Dynamical System Modeling. | Xiao Luo, Binqi Chen, Haixin Wang, Zhiping Xiao, Ming Zhang, Yizhou Sun |
| 2025 | NAACL | Semi-supervised Fine-tuning for Large Language Models. | Junyu Luo, Xiao Luo, Xiusi Chen, Zhiping Xiao, Wei Ju, Ming Zhang |
| 2025 | SIGIR | Learning Resistant Binary Descriptors Against Noise for Efficient Image Retrieval. | Qingqing Long, Haixin Wang, Jinan Sun, Wei Xiang, Yijia Xiao, Yusheng Zhao, Xiao Luo |
| 2024 | AAAI | LION: Implicit Vision Prompt Tuning. | Haixin Wang, Jianlong Chang, Yihang Zhai, Xiao Luo, Jinan Sun, Zhouchen Lin, Qi Tian |
| 2024 | ACL | FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion. | Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Yuanzhou Chen, Yizhou Sun |
| 2024 | CHI | Balancing Expertise: Designing an Eviction Defense Web Tool with Legal Experts and Tenants. | Chian-Jr Chiu, Xiao Luo, Betsy DiSalvo |
| 2024 | CIKM | PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment. | Zeyu Dong, Qingqing Long, Yihang Zhou, Pengfei Wang, Zhihong Zhu, Xiao Luo, Yidong Wang, Pengyang Wang, Yuanchun Zhou |
| 2024 | CVPR | Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval. | Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo |
| 2024 | EMNLP | Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research. | Tianyu Liu, Yijia Xiao, Xiao Luo, Hua Xu, Wenjin Jim Zheng, Hongyu Zhao |
| 2024 | EMNLP | Large Language Models Can Be Contextual Privacy Protection Learners. | Yijia Xiao, Yiqiao Jin, Yushi Bai, Yue Wu, Xianjun Yang, Xiao Luo, Wenchao Yu, Xujiang Zhao, Yanchi Liu, Quanquan Gu, Haifeng Chen, Wei Wang, Wei Cheng |
| 2024 | ICDE | Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation. | Yuhao Tang, Junyu Luo, Ling Yang, Xiao Luo, Wentao Zhang, Bin Cui |
| 2024 | ICLR | DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption. | Nan Yin, Mengzhu Wang, Zhenghan Chen, Li Shen, Huan Xiong, Bin Gu, Xiao Luo |
| 2024 | ICML | PGODE: Towards High-quality System Dynamics Modeling. | Xiao Luo, Yiyang Gu, Huiyu Jiang, Hang Zhou, Jinsheng Huang, Wei Ju, Zhiping Xiao, Ming Zhang, Yizhou Sun |
| 2024 | ICML | Hypergraph-enhanced Dual Semi-supervised Graph Classification. | Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Yifan Wang, Xiao Luo, Ming Zhang |
| 2024 | ICML | Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE. | Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2024 | IJCAI | Rank and Align: Towards Effective Source-free Graph Domain Adaptation. | Junyu Luo, Zhiping Xiao, Yifan Wang, Xiao Luo, Jingyang Yuan, Wei Ju, Langechuan Liu, Ming Zhang |
| 2024 | NAACL | DEMO: A Statistical Perspective for Efficient Image-Text Matching. | Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo |
| 2024 | WWW | Fast Inference of Removal-Based Node Influence. | Weikai Li, Zhiping Xiao, Xiao Luo, Yizhou Sun |
| 2023 | AAAI | GLCC: A General Framework for Graph-Level Clustering. | Wei Ju, Yiyang Gu, Binqi Chen, Gongbo Sun, Yifang Qin, Xingyuming Liu, Xiao Luo, Ming Zhang |
| 2023 | ADMA | M2MTR: Reposition Idle Taxis in the Many-to-Many Manner with Multi-agent Reinforcement Learning. | Hao Yu, Xi Guo, Jie Chen, Xiao Luo |
| 2023 | CCS | Poster: A Privacy-Preserving Smart Contract Vulnerability Detection Framework for Permissioned Blockchain. | Wensheng Tian, Lei Zhang, Shuangxi Chen, Hu Wang, Xiao Luo |
| 2023 | FlAIRS | Unsupervised Keyword Extraction for Hashtag Recommendation in Social Media. | Behafarid Mohammad Jafari, Xiao Luo, Ali Jafari |
| 2023 | FlAIRS | DynamicG2B: Dynamic Node Classification with Layered Graph Neural Networks and BiLSTM. | Fattah Muhammad Tahabi, Xiao Luo |
| 2023 | ICASSP | Learning on Graphs under Label Noise. | Jingyang Yuan, Xiao Luo, Yifang Qin, Yusheng Zhao, Wei Ju, Ming Zhang |
| 2023 | ICCV | Prototypical Mixing and Retrieval-based Refinement for Label Noise-resistant Image Retrieval. | Xinlong Yang, Haixin Wang, Jinan Sun, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | ICDE | Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting. | Yusheng Zhao, Xiao Luo, Wei Ju, Chong Chen, Xian-Sheng Hua, Ming Zhang |
| 2023 | ICML | HOPE: High-order Graph ODE For Modeling Interacting Dynamics. | Xiao Luo, Jingyang Yuan, Zijie Huang, Huiyu Jiang, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun |
| 2023 | ICML | CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification. | Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | IJCAI | Semi-supervised Domain Adaptation in Graph Transfer Learning. | Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong |
| 2023 | Interspeech | Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains. | Jinjin Cai, Sudip Vhaduri, Xiao Luo |
| 2023 | IROS | Robotic Kinematic Calibration with Only Position Data and Consideration of Non-Geometric Errors Using POE-Based Model and Gaussian Mixture Models. | Xiao Luo, Yitian Xian, Mancheong Lei, Jian Li, Ke Xie, Limin Zou, Zheng Li |
| 2023 | ITiCSE | Improving Perceptions of Underrepresented Students towards Computing Majors through Mentoring. | Shamima Mithun, Xiao Luo |
| 2023 | KDD | CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems. | Song Jiang, Zijie Huang, Xiao Luo, Yizhou Sun |
| 2023 | PRICAI | A Joint Framework with Audio Generation for Rare Gunshot Event Detection. | Jun Yin, Haiyun Du, Renjie Wu, Ruidong Fang, Jucai Lin, Yun Huang, Weizhen Huang, Yapeng Mao, Xiao Luo |
| 2023 | WWW | DANCE: Learning A Domain Adaptive Framework for Deep Hashing. | Haixin Wang, Jinan Sun, Xiang Wei, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | SAC | SymptomGraph: Identifying Symptom Clusters from Narrative Clinical Notes using Graph Clustering. | Fattah Muhammad Tahabi, Susan Storey, Xiao Luo |
| 2023 | SAC | Patient-GAT: Sarcopenia Prediction using Multi-modal Data Fusion and Weighted Graph Attention Networks. | Cary Xiao, Nam Pham, Erik Imel, Xiao Luo |
| 2023 | RTSS | Work-in-Progress: Model Dependability Constrained Differentiable Architecture Search for Safety Critical DNN Tasks. | Wensheng Tian, Lei Zhang, Shuangxi Chen, Hu Wang, Xiao Luo |
| 2022 | DEXA | ReferEmo: A Referential Quasi-multimodal Model for Multilabel Emotion Classification. | Alvar Esperanca, Xiao Luo |
| 2022 | ECCV | InAction: Interpretable Action Decision Making for Autonomous Driving. | Taotao Jing, Haifeng Xia, Renran Tian, Haoran Ding, Xiao Luo, Joshua E. Domeyer, Rini Sherony, Zhengming Ding |
| 2022 | FIE | Learning Management System Analytics to Examine the Behavior of Students in High Enrollment STEM Courses During the Transition to Online Instruction. | Rob Elliott, Xiao Luo |
| 2022 | ICASSP | DHWP: Learning High-Quality Short Hash Codes Via Weight Pruning. | Zeyu Ma, Yuhang Guo, Xiao Luo, Chong Chen, Minghua Deng, Wei Cheng, Guangming Lu |
| 2022 | ICASSP | Attention-based Adversarial Partial Domain Adaptation. | Mengzhu Wang, Shan An, Xiao Luo, Xiong Peng, Wei Yu, Junyang Chen, Zhigang Luo |
| 2022 | ICDE | DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning. | Xiao Luo, Wei Ju, Meng Qu, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang |
| 2022 | ICDE | Dynamic Hypergraph Convolutional Network. | Nan Yin, Fuli Feng, Zhigang Luo, Xiang Zhang, Wenjie Wang, Xiao Luo, Chong Chen, Xian-Sheng Hua |
| 2022 | ICDM | Kernel-based Substructure Exploration for Next POI Recommendation. | Wei Ju, Yifang Qin, Ziyue Qiao, Xiao Luo, Yifan Wang, Yanjie Fu, Ming Zhang |
| 2022 | IJCAI | TGNN: A Joint Semi-supervised Framework for Graph-level Classification. | Wei Ju, Xiao Luo, Meng Qu, Yifan Wang, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang |
| 2022 | IJCAI | Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval. | Zeyu Ma, Xiao Luo, Yingjie Chen, Mixiao Hou, Jinxing Li, Minghua Deng, Guangming Lu |
| 2022 | IJCNLP | AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction. | Haoran Ding, Xiao Luo |
| 2022 | IJCNN | Adaptive Harmony Learning and Optimization for Attributed Graph Clustering. | Daqing Wu, Xiangyang Guo, Xiao Luo, Ziyue Qiao, Jinwen Ma |
| 2022 | SIGMOD | Flexible and scalable annotation tool to develop scene understanding datasets. | Md. Fazle Elahi Khan, Renran Tian, Xiao Luo |
| 2021 | DaWaK | Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models. | Jithesh Gugan Sreeram, Xiao Luo, Renran Tian |
| 2021 | EMNLP | AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions. | Haoran Ding, Xiao Luo |
| 2021 | FIE | Evaluating Factors for Effective Flipped Classroom Instruction in an Advanced Data Management Course. | Shamima Mithun, Morgan Vickery, Xiao Luo |
| 2021 | ICDM | Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. | Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Pengfei Wang, Minghua Deng, Jinwen Ma |
| 2021 | ICONIP | Average Mean Functions Based EM Algorithm for Mixtures of Gaussian Processes. | Tao Li, Xiao Luo, Jinwen Ma |
| 2021 | ICONIP | Deep Supervised Hashing by Classification for Image Retrieval. | Xiao Luo, Yuhang Guo, Zeyu Ma, Huasong Zhong, Tao Li, Wei Ju, Chong Chen, Minghua Deng |
| 2021 | ICONIP | Concordant Contrastive Learning for Semi-supervised Node Classification on Graph. | Daqing Wu, Xiao Luo, Xiangyang Guo, Chong Chen, Minghua Deng, Jinwen Ma |
| 2021 | IJCAI | CIMON: Towards High-quality Hash Codes. | Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua |
| 2021 | IJCNN | ARGO: Modeling Heterogeneity in E-commerce Recommendation. | Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma |
| 2021 | ICTAI | An Interpretation of Convolutional Neural Networks for Motif Finding from the View of Probability. | Weinan Wang, Yuhang Guo, Wei Ju, Xiao Luo, Minghua Deng |
| 2020 | AMIA | Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep Representations. | Yu Lu, Xiao Luo, Zhan Zhang, Haoran Ding, Zhe He |
| 2020 | FIE | Demonstrating the Impact of International Collaborative Disciplinary Experiences on Student Global, International, and Intercultural Competencies. | Rob Elliott, Xiao Luo |
| 2020 | FIE | Design and Evaluate the Factors for Flipped Classrooms for Data Management Courses. | Shamima Mithun, Xiao Luo |
| 2020 | HCI | A Framework for Modeling Knowledge Graphs via Processing Natural Descriptions of Vehicle-Pedestrian Interactions. | Md. Fazle Elahi Khan, Xiao Luo, Renran Tian |
| 2020 | IJCNN | BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. | Amirreza Salamat, Xiao Luo, Ali Jafari |
| 2019 | FIE | Integrated Education of Data Analytics and Information Security through Cross-Curricular Activities. | Xiao Luo, Connie Justice, Brandon Herald Sorge |
| 2019 | FIE | Incorporate Cross-Course Knowledge Integration into Computing Education. | Shamima Mithun, Xiao Luo |
| 2019 | HCI | Modeling Vehicle-Pedestrian Encountering Risks in the Natural Driving Environment Using Machine Learning Algorithms. | Priyanka Gandhi, Xiao Luo, Renran Tian |
| 2019 | INDIN | Study of 3D Printing Model Aggregation and Retrieval Mechanism in Cloud Manufacturing. | Xiao Luo, Fan Pan, Lin Zhang, Lei Ren, Guoqiang Shi, Liqin Guo, Tingyu Lin |
| 2018 | PACLIC | A Study on the Korean and Chinese Pronunciation of Chinese Characters and Learning Korean as a Second Language. | Xiao Luo, Yike Yang, Jing Sun |
| 2018 | SIGITE | Improving the Global, International and Intercultural (GII) Competencies of IT Students via Integrated Collaboration During Study Abroad. | Rob Elliott, Xiao Luo |
| 2018 | SIGITE | Improve Integrated Learning in Computer Information Technology through Cross-Curricular Instruction? | Xiao Luo, Connie Justice |
| 2017 | BIBE | Extracting Modifiable Risk Factors from Narrative Preventive Healthcare Guidelines for EHR Integration. | Setu Shah, Xiao Luo |
| 2017 | CDVE | Multi-faceted Visual Analysis on Tropical Cyclone. | Cui Xie, Xiao Luo, Guangxiao Ma, Xiaotian Gao, Junyu Dong |
| 2017 | CHASE | Analyzing the Correlations between the Uninsured and Diabetes Prevalence Rates in Geographic Regions in the United States. | Xiao Luo |
| 2017 | HealthCom | Exploring diseases based biomedical document clustering and visualization using self-organizing maps. | Setu Shah, Xiao Luo |
| 2017 | ICA3PP | Energy Efficient Manycast Routing, Modulation Level and Spectrum Assignment in Elastic Optical Networks for Smart City Applications. | Xiao Luo, Xue Chen, Lei Wang |
| 2017 | IM | Exploring a service-based normal behaviour profiling system for botnet detection. | Weikeng Chen, Xiao Luo, Nur Zincir-Heywood |
| 2017 | IM | Investigation of malicious portable executable file detection on the network using supervised learning techniques. | Rushabh Vyas, Xiao Luo, Nichole McFarland, Connie Justice |
| 2017 | IECON | Using electric springs to address over-voltage issue of distribution networks in rural area in China. | Xiao Luo, Hu Guo |
| 2017 | IECON | A research on the large-power rectifier real-time loss testing. | Zhihao Ning, Can Wang, Yuyao Luo, Xiao Luo, Keren Zhang, Kun Zhang |
| 2017 | MASS | Are Recent Terrorism Trends Reflected in Social Media? | Ivana Terziyska, Setu Shah, Xiao Luo |
| 2015 | DIS | Predictive Analysis on Tracking Emails for Targeted Marketing. | Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, Janith Peduruge |
| 2013 | DASC | On Discovering Feasible Periodic Patterns in Large Database. | Xiao Luo, Hua Yuan, Qian Luo |
| 2009 | CIS | Research on the Evolution of Supply Chain Based on SWARM. | Wenxue Niu, Yajuan Yang, Xiao Luo, Quanju Zhang |
| 2007 | ICDE | Incorporating Temporal Information for Document Classification. | Xiao Luo, Nur Zincir-Heywood |
| 2006 | CEC | Evolving Recurrent Linear-GP for Document Classification and Word Tracking. | Xiao Luo, Nur Zincir-Heywood |
| 2005 | AI | Comparing Dimension Reduction Techniques for Document Clustering. | Bin Tang, Michael A. Shepherd, Malcolm I. Heywood, Xiao Luo |
| 2005 | GECCO | Evolving recurrent models using linear GP. | Xiao Luo, Malcolm I. Heywood, Nur Zincir-Heywood |
| 2005 | IJCNN | Comparison of a SOM based sequence analysis system and naive Bayesian classifier for spam filtering. | Xiao Luo, Nur Zincir-Heywood |
| 2005 | ISMIS | Evaluation of Two Systems on Multi-class Multi-label Document Classification. | Xiao Luo, Nur Zincir-Heywood |
| 2004 | KES | Analyzing the Temporal Sequences for Text Categorization. | Xiao Luo, Nur Zincir-Heywood |
| 2003 | IJCNN | A comparison of SOM based document categorization systems. | Xiao Luo, Ayse Nur Zincir-Heywood |
| 2002 | COLING | Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information. | Xiao Luo, Maosong Sun, Benjamin K. Tsou |