| 2026 | AAAI | Denoising Mixup for Regression. | Zhengzhang Hou, Zhanshan Li, Yanbo Liu, Geoff Nitschke, You Lu, Ximing Li |
| 2026 | AAAI | Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples. | Ximing Li, Jiaxuan Jiang, Changchun Li, You Lu, Renchu Guan |
| 2026 | AAAI | Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective. | Bing Wang, Ximing Li, Yanjun Wang, Changchun Li, Lin Yuanbo Wu, Buyu Wang, Shengsheng Wang |
| 2026 | AAAI | SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction. | Yiming Zhang, Baojia Han, Ximing Li, Wei Pang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan |
| 2026 | ACL | On the Step Length Confounding in LLM Reasoning Data Selection. | Bing Wang, Rui Miao, Chen Shen, Shaotian Yan, Kaiyuan Liu, Ximing Li, Xiaosong Yuan, Sinan Fan, Jun Zhang, Jieping Ye |
| 2026 | WWW | Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification. | Mengyu Li, Yonghao Liu, Fausto Giunchiglia, Ximing Li, Xiaoyue Feng, Renchu Guan |
| 2026 | WWW | Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free. | Peng Liu, Peng-Fei Zhang, Jianfeng Qu, Ximing Li, Zhixu Li, Pengpeng Zhao |
| 2025 | AAAI | A Simple Graph Contrastive Learning Framework for Short Text Classification. | Yonghao Liu, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan |
| 2025 | AAAI | Learning Causal Transition Matrix for Instance-dependent Label Noise. | Jiahui Li, Tai-Wei Chang, Kun Kuang, Ximing Li, Long Chen, Jun Zhou |
| 2025 | AAAI | Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision. | Ximing Li, Yuanchao Dai, Zhiyao Yang, Jinjin Chi, Wanfu Gao, Lin Yuanbo Wu |
| 2025 | CIKM | Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations. | Bing Wang, Ximing Li, Yiming Wang, Changchun Li, Jiaxu Cui, Renchu Guan, Bo Yang |
| 2025 | CIKM | Weakly Supervised Fine-grained Span-Level Framework for Chinese Radiology Report Quality Assurance. | Kaiyu Wang, Lin Mu, Zhiyao Yang, Ximing Li, Xiaotang Zhou, Wanfu Gao, Huimao Zhang |
| 2025 | CVPR | Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions. | Tianhao Ma, Han Chen, Juncheng Hu, Yungang Zhu, Ximing Li |
| 2025 | ICML | Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification. | Yuanchao Dai, Ximing Li, Changchun Li |
| 2025 | ICPADS | Dist-Meter: A Distributed Semi-Supervised Learning System for Scalable and Adaptive Water Meter Reading. | Xiaosheng Xie, Xiao Du, Xiang Lin, Xi Chen, Ximing Li |
| 2025 | ICPADS | AquaLite: Mobile-Oriented Lightweight Detector for Marine Organism Detection in Oceanariums. | Baihao You, Jingheng Long, Zelin He, Jiangsan Zhao, Ximing Li |
| 2025 | ICPADS | AquaVLM: A Domain-Specific Vision-Language Model for Structured Understanding of Oceanarium Scenes. | Baihao You, Jingheng Long, Longrui Zhang, Zelin He, Wenxi Wu, Ximing Li |
| 2025 | ICPADS | TransMeter: Robust Water-Meter Reading under Half-Character Transitions via YOLO + CogVLM2 Fusion. | Yue Zhang, Xiang Lin, Xiao Du, Ting Luo, Ximing Li |
| 2025 | IJCAI | Robust Misinformation Detection by Visiting Potential Commonsense Conflict. | Bing Wang, Ximing Li, Changchun Li, Bingrui Zhao, Bo Fu, Renchu Guan, Shengsheng Wang |
| 2025 | KDD | Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport. | Yonghao Liu, Fausto Giunchiglia, Ximing Li, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2025 | WWW | Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks. | Yonghao Liu, Mengyu Li, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan |
| 2025 | SIGIR | Untitled record | Bing Wang, Bingrui Zhao, Ximing Li, Changchun Li, Wanfu Gao, Shengsheng Wang |
| 2024 | AAAI | Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations. | Jihong Ouyang, Zhiyao Yang, Silong Liang, Bing Wang, Yimeng Wang, Ximing Li |
| 2024 | AAAI | Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning. | Jiaan Wang, Jianfeng Qu, Kexin Wang, Zhixu Li, Wen Hua, Ximing Li, An Liu |
| 2024 | CIKM | Why Misinformation is Created? Detecting them by Integrating Intent Features. | Bing Wang, Ximing Li, Changchun Li, Bo Fu, Songwen Pei, Shengsheng Wang |
| 2024 | ICML | Positive and Unlabeled Learning with Controlled Probability Boundary Fence. | Changchun Li, Yuanchao Dai, Lei Feng, Ximing Li, Bing Wang, Jihong Ouyang |
| 2024 | IJCAI | Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence. | Shuai L, Meng Kang, Ximing Li |
| 2024 | IJCAI | WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives. | Ximing Li, Yuanchao Dai, Bing Wang, Changchun Li, Renchu Guan, Fangming Gu, Jihong Ouyang |
| 2024 | IJCAI | Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference. | Yonghao Liu, Mengyu Li, Di Liang, Ximing Li, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2024 | IJCAI | Nukplex: An Efficient Local Search Algorithm for Maximum K-Plex Problem. | Rui Sun, Yiyuan Wang, Shimao Wang, Hui Li, Ximing Li, Minghao Yin |
| 2024 | WWW | A Simple but Effective Approach for Unsupervised Few-Shot Graph Classification. | Yonghao Liu, Lan Huang, Bowen Cao, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan |
| 2023 | AAAI | TC-DWA: Text Clustering with Dual Word-Level Augmentation. | Bo Cheng, Ximing Li, Yi Chang |
| 2023 | AAAI | Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization. | Jinjin Chi, Zhiyao Yang, Ximing Li, Jihong Ouyang, Renchu Guan |
| 2023 | AAAI | Learning with Partial Labels from Semi-supervised Perspective. | Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang |
| 2023 | ACL | Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction. | Changrong Min, Ximing Li, Liang Yang, Zhilin Wang, Bo Xu, Hongfei Lin |
| 2023 | CIKM | Unsupervised Aspect Term Extraction by Integrating Sentence-level Curriculum Learning with Token-level Self-paced Learning. | Jihong Ouyang, Zhiyao Yang, Chang Xuan, Bing Wang, Yiyuan Wang, Ximing Li |
| 2023 | ICLR | Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms. | Ximing Li, Chendi Wang, Guang Cheng |
| 2023 | ICML | Weakly Supervised Regression with Interval Targets. | Xin Cheng, Yuzhou Cao, Ximing Li, Bo An, Lei Feng |
| 2023 | IJCAI | Local and Global: Temporal Question Answering via Information Fusion. | Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2023 | TrustCom | TGCN-DA: A Temporal Graph Convolutional Network with Data Augmentation for High Accuracy Insider Threat Detection. | Ximing Li, Linghui Li, Xiaoyong Li, Binsi Cai, Bingyu Li |
| 2022 | ACCV | Wavelet-Based Mamba with Fourier Adjustment for Low-Light Image Enhancement. | Junhao Tan, Songwen Pei, Wei Qin, Bo Fu, Ximing Li, Libo Huang |
| 2022 | CIKM | Consistent, Balanced, and Overlapping Label Trees for Extreme Multi-label Learning. | Zhiqi Ge, Yuanyuan Guan, Ximing Li, Bo Fu |
| 2022 | COLING | A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis. | Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao |
| 2022 | ICLR | Who Is Your Right Mixup Partner in Positive and Unlabeled Learning. | Changchun Li, Ximing Li, Lei Feng, Jihong Ouyang |
| 2022 | IJCAI | Weakly-supervised Text Classification with Wasserstein Barycenters Regularization. | Jihong Ouyang, Yiming Wang, Ximing Li, Changchun Li |
| 2022 | WWW | PNMTA: A Pretrained Network Modulation and Task Adaptation Approach for User Cold-Start Recommendation. | Haoyu Pang, Fausto Giunchiglia, Ximing Li, Renchu Guan, Xiaoyue Feng |
| 2022 | SIGIR | Deployable and Continuable Meta-learning-Based Recommender System with Fast User-Incremental Updates. | Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Ximing Li, Xuefeng Yang, Xiaoyue Feng |
| 2022 | SIGIR | Few-shot Node Classification on Attributed Networks with Graph Meta-learning. | Yonghao Liu, Mengyu Li, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan |
| 2022 | UIC | Robust Spatio-Temporal Trajectory Modeling Based on Auto-Gated Recurrent Unit. | Jia Jia, Xiaoyong Li, Ximing Li, Linghui Li, Jie Yuan, Hongmiao Wang, Yali Gao, Pengfei Qiu, Jialu Tang |
| 2021 | ACL | Semi-Supervised Text Classification with Balanced Deep Representation Distributions. | Changchun Li, Ximing Li, Jihong Ouyang |
| 2021 | CIKM | To Be or not to Be, Tail Labels in Extreme Multi-label Learning. | Zhiqi Ge, Ximing Li |
| 2021 | CIKM | VPALG: Paper-publication Prediction with Graph Neural Networks. | Renchu Guan, Yonghao Liu, Xiaoyue Feng, Ximing Li |
| 2021 | CIKM | Detecting the Fake Candidate Instances: Ambiguous Label Learning with Generative Adversarial Networks. | Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang |
| 2021 | EMNLP | Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts. | Yiming Wang, Ximing Li, Xiaotang Zhou, Jihong Ouyang |
| 2021 | IJCAI | Layer-Assisted Neural Topic Modeling over Document Networks. | Yiming Wang, Ximing Li, Jihong Ouyang |
| 2021 | ProvSec | A CCA-Full-Anonymous Group Signature with Verifiable Controllable Linkability in the Standard Model. | Ru Xiang, Sha Ma, Qiong Huang, Ximing Li |
| 2020 | AAAI | Reduction and Local Search for Weighted Graph Coloring Problem. | Yiyuan Wang, Shaowei Cai, Shiwei Pan, Ximing Li, Minghao Yin |
| 2020 | CIKM | Learning with Noisy Partial Labels by Simultaneously Leveraging Global and Local Consistencies. | Changchun Li, Ximing Li, Jihong Ouyang |
| 2020 | ICDM | Semantics-assisted Wasserstein Learning for Topic and Word Embeddings. | Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang |
| 2020 | IJCAI | Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning. | Ximing Li, Yang Wang |
| 2019 | AAAI | Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts. | Ximing Li, Jiaojiao Zhang, Jihong Ouyang |
| 2019 | ACISP | Group ID-Based Encryption with Equality Test. | Yunhao Ling, Sha Ma, Qiong Huang, Ru Xiang, Ximing Li |
| 2019 | CIKM | A Fine-grained and Noise-aware Method for Neural Relation Extraction. | Jianfeng Qu, Wen Hua, Dantong Ouyang, Xiaofang Zhou, Ximing Li |
| 2019 | IJCAI | Approximate Optimal Transport for Continuous Densities with Copulas. | Jinjin Chi, Jihong Ouyang, Ximing Li, Yang Wang, Meng Wang |
| 2019 | ProvSec | Plaintext-Verifiably-Checkable Encryption. | Sha Ma, Qiong Huang, Ximing Li, Meiyan Xiao |
| 2019 | WWW | Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover's Distance Space. | Changchun Li, Jihong Ouyang, Ximing Li |
| 2018 | CIKM | Dataless Text Classification: A Topic Modeling Approach with Document Manifold. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Chenliang Li |
| 2018 | COLING | A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words. | Ximing Li, Bo Yang |
| 2018 | IJCAI | Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang |
| 2018 | SDM | Black-box Expectation Propagation for Bayesian Models. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Wenting Wang |
| 2016 | COLING | Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs. | Ximing Li, Jinjin Chi, Changchun Li, Jihong Ouyang, Bo Fu |
| 2016 | SDM | Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation. | Ximing Li, Jihong Ouyang, Xiaotang Zhou |
| 2015 | CCS | Accumulating Automata and Cascaded Equations Automata for Communicationless Information Theoretically Secure Multi-Party Computation: Extended Abstract. | Shlomi Dolev, Niv Gilboa, Ximing Li |
| 2014 | ECAI | Momentum Online LDA for Large-scale Datasets. | Jihong Ouyang, You Lu, Ximing Li |