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Meng Xiao, Weiliang Zhang, Xiaohan Huang, Hengshu Zhu, Min Wu, Xiaoli Li, Yuanchun Zhou
Knowledge-Guided Gene Panel Selection for Label-Free Single-Cell RNA-Seq Data： A Reinforcement Learning Perspective
IEEE Transactions on Computational Biology and Bioinformatics
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Chuan Qin, Le Zhang, Yihang Cheng, Rui Zha, Dazhong Shen, Qi Zhang, Xi Chen, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
In Proceedings of the IEEE (PIEEE), 2025
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Yingpeng Du, Hongzhi Liu, Hengshu Zhu, Yang Song, Zhi Zheng, Zhonghai Wu
Quasi-Metric Learning for Bilateral Person-Job Fit
In IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2025
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Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
In Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2025), 2025
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Zhenyu Tong, Chuan Qin, Chuyu Fang, Kaichun Yao, Xi Chen, Jingshuai Zhang, Chen Zhu, Hengshu Zhu
From Missteps to Mastery: Enhancing Low-Resource Dense Retrieval through Adaptive Query Generation
In Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2025), 2025
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Xiao Han, Chen Zhu, Xiangyu Zhao, Hengshu Zhu
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework
In Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2025), 2025
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Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
The 41st IEEE International Conference on Data Engineering (ICDE-2025), 2025
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Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
GCAL: Adapting Graph Models to Evolving Domain Shifts
In Proceedings of the 42nd International Conference on Machine Learning (ICML-2025), 2025
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Zhigaoyuan Wang, Ying Sun, Hengshu Zhu
Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
In Proceedings of the 42nd International Conference on Machine Learning (ICML-2025), 2025
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Yaming Guo, Siyang Guo, Ying Sun, Hengshu Zhu
Towards Lifelong Model Editing via Simulating Ideal Editor
In Proceedings of the 42nd International Conference on Machine Learning (ICML-2025), 2025
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Jinhao Jiang, Kun Zhou, Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Jirong Wen
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL-2025), 2025
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Yumeng Hu, Qi Zhang, Hengshu Zhu, Baoshan Wang, Hui Xiong, Haitao Wang
Scalable intermediate-term earthquake forecasting with multimodal fusion neural networks
In Scientific Reports, 2025
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Yihang Cheng, Zhaoqi Yang, Yuan Cheng, Yong Ge, Hengshu Zhu
Evolutionary Modeling Reveals that Value-oriented Knowledge Creation Behaviors Reinvent Jobs
In Humanities & Social Sciences Communications (HSSC), 2025
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Chuan Qin, Chuyu Fang, Kaichun Yao, Xi Chen, Fuzhen Zhuang, Hengshu Zhu
COTR: Efficient Job Task Recognition for Occupational Information Systems with Class-Incremental Learning
In ACM Transactions on Management Information Systems (ACM TMIS), 2025
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Han Wu, Le Zhang, Hengshu Zhu, Qi Liu, Enhong Chen, Hui Xiong
Examination Process Modeling for Intelligent Patent Management: A Multi-aspect Neural Sequential Approach
In ACM Transactions on Management Information Systems (ACM TMIS), 2025
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Haiping Ma, Manwei Li, Chuan Qin, Dazhong Shen, Hengshu Zhu, Xingyi Zhang, Hui Xiong
Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach
In ACM Transactions on Management Information Systems (ACM TMIS), 2025
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Ying Sun, Hengshu Zhu, Hui Xiong
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution
In IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
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Ying Sun, Hengshu Zhu, Hui Xiong
Does More Informative Job Title Lead to More Successful Hirings? A Randomized Field Experiment on an Online Labor Market Platform
In IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
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Yihang Cheng, Xiao Hu, Chen Zhu, Hengshu Zhu
Does More Informative Job Title Lead to More Successful Hirings? A Randomized Field Experiment on an Online Labor Market Platform
In Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS-2025) , 2025
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Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
In Proceedings of Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS-2024), 2024
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Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation
In Proceedings of Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS-2024), 2024
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Yaming Guo, Chen Zhu, Hengshu Zhu, Tieru Wu
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation
In Proceedings of Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS-2024), 2024
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Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong
Multi-dimensional ability diagnosis for machine learning algorithms
In SCIENCE CHINA: Information Sciences, 2025
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Xunxin Cai, Chengrui Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training
In Proceedings of 30th International Conference on Database Systems for Advanced Applications (DASFAA-2025), 2025
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Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou
Unveiling delay effects in traffic forecasting: a perspective from spatial-temporal delay differential equations
In Proceedings of the ACM Web Conference 2024 (WWW-2024), 2024
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Yuchen Yan, Peiyan Zhang, Zheng Fang, Qingqing Long
Inductive graph alignment prompt: bridging the gap between graph pre-training and inductive fine-tuning from spectral perspective
In Proceedings of the ACM Web Conference 2024 (WWW-2024), 2024
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发明人：张三，李四
一种用于XXX的知识图谱构建方法与系统，授权日期：2025.01.10，专利号：CNxxxxxxxxx
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《迁移学习算法：应用与实践》，庄福振 朱勇椿 祝恒书 熊辉 著，2023，ISBN：9787111726500
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实验室2021级硕士生xxx获得xxx和xxx!
2025.10.10
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项目负责人：XXX
国家自然科学基金，xxxxxxxxx，NO.2012AA011003，2025.1-2027.12