Yangyang Kang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 64

Top Topics

Active Learning

Motif Discovery

Sentiment Classification

Top Venues

Publications

Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu
Towards human-like perception: Learning structural causal model in heterogeneous graph. Inf. Process. Manag. 61 (2) (2024)
Chengyuan Liu, Fubang Zhao, Kun Kuang, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Fei Wu
Evolving Knowledge Distillation with Large Language Models and Active Learning. LREC/COLING (2024)
Chengyuan Liu, Shihang Wang, Yangyang Kang, Lizhi Qing, Fubang Zhao, Changlong Sun, Kun Kuang, Fei Wu
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. CoRR (2024)
Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. LREC/COLING (2024)
Kai Zhang, Lizhi Qing, Yangyang Kang, Xiaozhong Liu
Personalized LLM Response Generation with Parameterized Memory Injection. CoRR (2024)
Hong Wu, Jianqiang Li, Yangyang Kang, Tingwei Zhong
Exploring noise control strategies for UMLS-based query expansion in health and biomedical information retrieval. J. Ambient Intell. Humaniz. Comput. 15 (3) (2024)
Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu
Enhance Robustness of Language Models against Variation Attack through Graph Integration. LREC/COLING (2024)
Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. CoRR (2024)
Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. ACL (Findings) (2024)
Chengyuan Liu, Yangyang Kang, Fubang Zhao, Kun Kuang, Zhuoren Jiang, Changlong Sun, Fei Wu
Evolving Knowledge Distillation with Large Language Models and Active Learning. CoRR (2024)
Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu
Enhance Robustness of Language Models Against Variation Attack through Graph Integration. CoRR (2024)
Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. AAAI (2024)
Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. SIGIR (2024)
Kai Zhang, Yangyang Kang, Fubang Zhao, Xiaozhong Liu
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. NAACL-HLT (2024)
Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. LREC/COLING (2024)
Kai Zhang, Fubang Zhao, Yangyang Kang, Xiaozhong Liu
Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. CoRR (2023)
Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Kun Kuang, Fei Wu
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. EMNLP (Findings) (2023)
Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou
GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. IJCNN (2023)
Guoxiu He, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu
CGL: Modeling dynamics of citation network for impact prediction. Inf. Process. Manag. 60 (6) (2023)
Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CoRR (2023)
Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. EMNLP (Findings) (2023)
Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu
Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph. CoRR (2023)
Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. AAAI (2023)
Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CIKM (2023)
Zhikai Xue, Guoxiu He, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu
Disentangling the Potential Impacts of Papers into Diffusion, Conformity, and Contribution Values. CoRR (2023)
Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu
Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. EMNLP (2023)
Kaiwen Wei, Jie Yao, Jingyuan Zhang, Yangyang Kang, Fubang Zhao, Yating Zhang, Changlong Sun, Xin Jin, Xin Zhang
PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts. CoRR (2023)
Chengyuan Liu, Fubang Zhao, Lizhi Qing, Yangyang Kang, Changlong Sun, Kun Kuang, Fei Wu
A Chinese Prompt Attack Dataset for LLMs with Evil Content. CoRR (2023)
Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. CoRR (2023)
Guoxiu He, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu
H2CGL: Modeling Dynamics of Citation Network for Impact Prediction. CoRR (2023)
Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Fei Wu, Kun Kuang
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. CoRR (2023)
Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. EMNLP (2023)
Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. CoRR (2022)
Fubang Zhao, Yexiang Wang, Yangyang Kang
A Prompt-Based UIE Framework. CCKS (Evaluation Track) (2022)
Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu
Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. Big Data (2022)
Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. KDD (2022)
Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CCS (2022)
Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CoRR (2022)
Jiannan Guo, Haochen Shi, Yangyang Kang, Kun Kuang, Siliang Tang, Zhuoren Jiang, Changlong Sun, Fei Wu, Yueting Zhuang
Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels. ICCV (2021)
Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. ACL/IJCNLP (Findings) (2021)
Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. CoRR (2021)
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI (2021)
Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. AAAI (2021)
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI (2021)
Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu
Evidence Aware Neural Pornographic Text Identification for Child Protection. AAAI (2021)
Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. CoRR (2021)
Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. EMNLP (1) (2021)
Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. ACL (2020)
Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. SIGIR (2020)
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR (2020)
Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. SIGIR (2020)
Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu
Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. CoRR (2020)
Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. EMNLP (Findings) (2020)
Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu
Implicit Products in the Decentralized eCommerce Ecosystems. JCDL (2020)
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR (2020)
Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. CoRR (2020)
Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. EMNLP/IJCNLP (1) (2019)
Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. SIGIR (2019)
Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. CoRR (2019)
Qing Zhao, Yangyang Kang, Jianqiang Li, Dan Wang
Exploiting the semantic graph for the representation and retrieval of medical documents. Comput. Biol. Medicine 101 (2018)
Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou
Sentiment Classification towards Question-Answering with Hierarchical Matching Network. EMNLP (2018)
Jingjing Wang, Jie Li, Shoushan Li, Yangyang Kang, Min Zhang, Luo Si, Guodong Zhou
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. IJCAI (2018)
Yangyang Kang, Jianqiang Li, Ji-Jiang Yang, Qing Wang, Zhihua Sun
Semantic analysis for enhanced medical retrieval. SMC (2017)
Yangyang Kang
Robust and scalable matrix completion. BigComp (2016)
Yangyang Kang, Zhihua Zhang, Wu-Jun Li
On the Global Convergence of Majorization Minimization Algorithms for Nonconvex Optimization Problems. CoRR (2015)