| 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 | 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 | 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 |
| 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 | Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning. | Yonghao Liu, Mengyu Li, Wei Pang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 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 | 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 |
| 2024 | AAAI | Improved Graph Contrastive Learning for Short Text Classification. | Yonghao Liu, Lan Huang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan |
| 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 | 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 | Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization. | Jinjin Chi, Zhiyao Yang, Ximing Li, Jihong Ouyang, Renchu Guan |
| 2023 | ICDE | Deep Feature-Based Text Clustering and Its Explanation. | Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue 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 | PAKDD | The Causal Strength Bank: A New Benchmark for Causal Strength Classification. | Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang |
| 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 |
| 2021 | CIKM | VPALG: Paper-publication Prediction with Graph Neural Networks. | Renchu Guan, Yonghao Liu, Xiaoyue Feng, Ximing Li |
| 2021 | EMNLP | Deep Attention Diffusion Graph Neural Networks for Text Classification. | Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng |
| 2014 | ECIR | HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks. | Chen Luo, Renchu Guan, Zhe Wang, Chenghua Lin |
| 2010 | ICNC | An integrated algorithm based on artificial bee colony and particle swarm optimization. | Xiaohu Shi, Yanwen Li, Haijun Li, Renchu Guan, Liupu Wang, Yanchun Liang |
| 2009 | IJCNN | An incremental affinity propagation algorithm and its applications for text clustering. | Xiaohu Shi, Renchu Guan, Liupu Wang, Zhili Pei, Yanchun Liang |