Knock, Knock

Hey, this is Chen.

未曾盼日落,何必羡繁星

Hey,我是HC,一只数据挖掘狗。

喜欢这些:

  • Semi-supervised Learning
  • Online Learning
  • Interpretable Machine Learning
  • Reinforcement Learning
  • Knowledge Reasoning
  • Interactive System
  • etc.
也做过工程:
  • Hadoop/Hive/HBase
  • Spark
  • C/Scheme
现在搞:
  • 信贷模型
  • Knowledge Reasoning
  • Interactive System
  • What's next...
水过论文:
  • [1]. Feng Wang, Xiaoyan Li, Wenqiang Lei, Chen Huang, Min Yin, Ting-Chuen Pong. Constructing Learning Maps for Lecture Videos by Exploring Wikipedia Knowledge. Pacific Rim Conference on Multimedia. Springer, 2015: 559-569.
  • [2]. Junming Shao, Chen Huang, Qinli Yang and Guangchun Luo. Reliable Semi-supervised learning. In 16th IEEE International Conference on Data Mining (ICDM). 2016, 1197–1202
  • [3]. Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao. Online Budgeted Least Squares with Unlabeled Data. In 19th IEEE International Conference on Data Mining (ICDM). 2019, 309-318
  • [4]. Chongming Gao, Zhong Zhang, Chen Huang, Hongzhi Yin, Qinli Yang, Junming Shao. Semantic Trajectory Representation and Retrieval via Hierarchical Embedding, Information Sciences, accepted, 2020
  • [5]. Chen Huang, Liangxu Pan, Qinli Yang, Hongliang Wang, and Junming Shao. Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation, In 21th IEEE International Conference on Data Mining (ICDM). Accepted, 2021
  • [6]. Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv. Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach, In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023, 10876–10891
  • [7]. Yue Chen, Dingnan Jin, Chen Huang, Jia Liu, Wenqiang Lei. TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023, 3861–3872.
  • [8]. Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen and Wenqiang Lei. Towards Effective Automatic Debt Collection with Persona Awareness. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track, 2023, 32–45
  • [9]. Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv. Towards Equipping Transformer with the Ability of Systematic Compositionality, AAAI 2024, Accepted
  • [10]. Chen Huang, Haoyang Li, Yifan Zhang, Wenqiang Lei, Jiancheng Lv. Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem, WWW 2024, Accepted
  • [11]. Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv. DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model, arXiv 2024
乐于助人:
  • KDD, 2022, External Reviewer
  • SIGIR, 2022, External Reviewer
  • Transactions on the Web (Special Issue on Conversational Information Seeking), 2022, Reviewer
  • ACL, 2023, Reviewer