| 2026 | AAAI | Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM. | Yarong Lan, Yajing Xu, Huajun Chen |
| 2026 | PPSN | HCPS: Heuristic Candidate-Space Policy Search for Agile Earth Observation Satellite Scheduling. | Pengfei Gao, Benkui Zhang, Yajing Xu, Jinxiao Wang, Zhiyuan Yu, Kangning Du, Bo Xiao |
| 2025 | AAAI | Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2025 | ACL | Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang, Lei Liang, Wen Zhang, Huajun Chen |
| 2025 | ICLR | Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2025 | IJCNN | Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts. | Yajing Xu, Zhiqiang Liu, Jiaoyan Chen, Mingchen Tu, Zhuo Chen, Jeff Z. Pan, Yichi Zhang, Yushan Zhu, Wen Zhang, Huajun Chen |
| 2025 | KDD | Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language Model. | Yunling Feng, Gui Ling, Yue Jiang, Jianfeng Huang, Dan Ou, Qingwen Liu, Fuyu Lv, Yajing Xu |
| 2024 | CIKM | CAG: A Consistency-Adaptive Text-Image Alignment Generation for Joint Multimodal Entity-Relation Extraction. | Xinjie Yang, Xiaocheng Gong, Binghao Tang, Yang Lei, Yayue Deng, Huan Ouyang, Gang Zhao, Lei Luo, Yunling Feng, Bin Duan, Si Li, Yajing Xu |
| 2024 | ICASSP | SIMMKD: Simple Mask-Flow Keypoint Detection for Both Typhoon Detection and Typhoon Eye Location. | Yunling Feng, Yang Lei, Xinjie Yang, Jian Xu, Xingxian Liu, Bo Xiao, Yajing Xu |
| 2024 | SIGIR | NativE: Multi-modal Knowledge Graph Completion in the Wild. | Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen |
| 2023 | ACL | Learning to Rank Utterances for Query-Focused Meeting Summarization. | Xingxian Liu, Yajing Xu |
| 2023 | CIKM | Context-Aware Prompt for Generation-based Event Argument Extraction with Diffusion Models. | Lei Luo, Yajing Xu |
| 2023 | ICASSP | Relational Representation Learning for Zero-Shot Relation Extraction with Instance Prompting and Prototype Rectification. | Bin Duan, Xingxian Liu, Shusen Wang, Yajing Xu, Bo Xiao |
| 2023 | ICASSP | Query-Utterance Attention With Joint Modeuing For Query-Focused Meeting Summarization. | Xingxian Liu, Bin Duan, Bo Xiao, Yajing Xu |
| 2023 | ICASSP | SL-MoE: A Two-Stage Mixture-of-Experts Sequence Learning Framework for Forecasting Rapid Intensification of Tropical Cyclone. | Jian Xu, Yang Lei, Guangqi Zhu, Yunling Feng, Bo Xiao, Qifeng Qian, Yajing Xu |
| 2023 | IJCNN | Weighted Keywords-Guided feature Extraction and Reasoning Network for Visual Grounding. | Guangqi Zhu, Jian Xu, Xingxian Liu, Yunling Feng, Yajing Xu |
| 2023 | WWW | Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer. | Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen |
| 2022 | ACCV | Continuous Self-study: Scene Graph Generation with Self-knowledge Distillation and Spatial Augmentation. | Yuan Lv, Yajing Xu, Shusen Wang, Yingjian Ma, Dengke Wang |
| 2022 | ACCV | CIRL: A Category-Instance Representation Learning Framework for Tropical Cyclone Intensity Estimation. | Dengke Wang, Yajing Xu, Yicheng Luo, Qifeng Qian, Lv Yuan |
| 2022 | BMVC | Learning to Construct 3D Building Wireframes from 3D Line Clouds. | Yicheng Luo, Jing Ren, Xuefei Zhe, Di Kang, Yajing Xu, Peter Wonka, Linchao Bao |
| 2022 | COLING | Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction. | Bin Duan, Shusen Wang, Xingxian Liu, Yajing Xu |
| 2022 | HCI | Identifying Key Factors Influencing Mobile Music App User Experience in China Using a Fuzzy DEMATEL Method. | Meiyu Zhou, Hanwen Du, Zhengyu Wang, Li Wang, Yibing Wu, Jinyao Zhang, Yajing Xu, Lu Zhong |
| 2022 | KDD | Disentangled Ontology Embedding for Zero-shot Learning. | Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen |
| 2022 | NAACL | Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration. | Shusen Wang, Bin Duan, Yanan Wu, Yajing Xu |
| 2022 | NAACL | RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction. | Shusen Wang, Bosen Zhang, Yajing Xu, Yanan Wu, Bo Xiao |
| 2022 | SIGIR | NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. | Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen |
| 2021 | HCI | Design of Sustainable Food Management System Based on User's Whole Behavior Process. | Li Wang, Zhengyu Wang, Meiyu Zhou, Yibing Wu, Jinyao Zhang, Yajing Xu, Lu Zhong, Hanwen Du |
| 2021 | HCI | Optimal Design of Rescue Motor Boat Based on Ergonomics. | Yibing Wu, Zhengyu Wang, Meiyu Zhou, Jinyao Zhang, Yajing Xu, Lu Zhong, Hanwen Du, Li Wang |
| 2021 | HCI | Research on Service Design of Balanced Vehicle Based on Kansei Engineering. | Yajing Xu, Zhengyu Wang, Meiyu Zhou, Lu Zhong, Hanwen Du, Li Wang, Yibing Wu, Jinyao Zhang |
| 2021 | HCI | A Study of the Impact of Changes in Software Interface Design Elements on Visual Fatigue. | Jinyao Zhang, Zhengyu Wang, Meiyu Zhou, Yajing Xu, Lu Zhong, Hanwen Du, Li Wang, Yibing Wu |
| 2021 | HCI | Research on Longquan Celadon Cultural and Creative Products Based on Kansei Engineering. | Lu Zhong, Zhengyu Wang, Meiyu Zhou, Hanwen Du, Li Wang, Yibing Wu, Jinyao Zhang, Yajing Xu |
| 2021 | ICCV | Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation. | Mingfei Cheng, Kaili Zhao, Xuhong Guo, Yajing Xu, Jun Guo |
| 2021 | SIGIR | Meta-Learned Specific Scenario Interest Network for User Preference Prediction. | Yinan Sun, Kang Yin, Hehuan Liu, Si Li, Yajing Xu, Jun Guo |
| 2019 | ICIP | Unsupervised Image Retrieval With Mask-Based Prominent Feature Accumulation. | Xinyi Wang, Yajing Xu, Haitao Yang, Si Li |
| 2019 | ICIP | Cyclone Intensity Estimate with Context-Aware Cyclegan. | Yajing Xu, Haitao Yang, Mingfei Cheng, Si Li |
| 2018 | PAKDD | Visual Relation Extraction via Multi-modal Translation Embedding Based Model. | Zhichao Li, Yuping Han, Yajing Xu, Sheng Gao |
| 2017 | CIKM | Deep Multi-Similarity Hashing for Multi-label Image Retrieval. | Tong Li, Sheng Gao, Yajing Xu |
| 2014 | ICPR | Max-K-Min Distance Analysis for Dimension Reduction. | Jiani Hu, Weihong Deng, Jun Guo, Yajing Xu |
| 2009 | SECON | Interference Aware Routing and Scheduling in Wireless Backhaul Networks with Smart Antennas. | Yajing Xu, Shen Wan, Jian Tang, Richard S. Wolff |