# 论文名称 作者 会/刊 年份 级别
1 Can Large Language Models Understand Real-World Complex Instructions? [NEW] Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao AAAI 2024 CCF A
2 Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation[NEW] Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Qianyu He, Rui Xu, Wenhao Huang, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao AAAI 2024 CCF A
3 Small Language Model Can Self-correct[NEW] Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao AAAI 2024 CCF A
4 Talk Funny! A Large-scaleumor Response Dataset with Chain-of-HumorInterpretation[NEW] Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Zhixu Li, Yanghua Xiao, Bang Liu AAAI 2024 CCF A
5 Beyond Entities: A Large-Scale Multi-Modal Knowledge Graphwith Triplet Fact Grounding[NEW] Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Shuang Li, Sihang Jiang, Yanghua Xiao, Yunwen Chen AAAI 2024 CCF A
6 Translate Meanings, Not Just Words: ldiomKB's Role in Optimizin Gldiomatic Translation with Language Models[NEW] Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao AAAI 2024 CCF A
7 Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception[NEW] Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen ICDE 2024 CCF A
8 TemporalMed: Advancing Medical Dialogues with Time-Aware Resonses in Large Language Models[NEW] Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao WSDM 2024 CCF B
9 KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding[NEW] Lipeng Ma, Weidong Yang, Bo Xu, Sihang Jiang, Ben Fei, Jiaqing Liang, Mingjie Zhou, Yanghua Xiao ICSE 2024 CCF A
10 Can Pre-trained Language Models Understand Chinese Humor? Yuanyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen WSDM 2023 CCF B
11 Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction[NEW] Chao Wang, Juntao Liu, Jingping Liu, Sihang Jiang, Zhixu Li, Yanghua Xiao KBS 2023 JCR 1区
12 A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin DASFAA 2023 CCF B
13 Muti-task entity linking with supervision from a taxonomy Xuwu Wang, Lihan Chen, Wei Zhu, Yuan Ni, Guotong Xie, Deqing Yang, Yanghua Xiao KBS 2023 JCR 1区
14 Towards Visual Taxonomy Expansion Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, ZongYu Wang, Rui Xie, Yunsen Xian MM 2023 CCF A
15 XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust OuestionUnderstanding Yuyan Chen, Yanghua Xiao, Zhixu li, Bang Liu TKDE 2023 CCF A
16 Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang EMNLP 2023 清华 CORE-A
17 MA-MRC: A Multi-answer Machine Reading Comprehension Dataset Zhiang Yue, Jingping Liu, Cong Zhang, Chao Wang, Haiyun Jiang, Yue Zhang, Xianyang Tian, Zhedong Cen, Yanghua Xiao, Tong Ruan SIGIR 2023 CCF A
18 EASC: An Exception-Aware Semantic Compression Framework for Real-World Knowledge Graphs Sihang Jiang, Jianchuan Feng, Chao Wang, Jingping Liu, Zhuozhi Xiong, Chaofeng Sha, Weiguo Zheng, Jiaqing Liang, Yanghua Xiao KBS 2023 JCR 1区
19 Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Zhixu Li, Yanghua Xiao and Dongmei Zhang CIKM 2023 清华 CORE-A
20 HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang and Jingping Liu CIKM 2023 清华 CORE-A
21 AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li and Yanghua Xiao CIKM 2023 清华 CORE-A
22 ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs Jiahao Shi, Sihang Jiang, Bo Xu and Yanghua Xiao ISSRE 2023 CCF B
23 ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding Jie Shi, Sihang Jiang, Bo Xu, Jiaqing Liang, Yanghua Xiao and Wei Wang ISSRE 2023 CCF B
24 Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Zhixu Li, Yanghua Xiao and Dongmei Zhang CIKM 2023 清华 CORE-A
25 Distilling Script Knowledge from Large Language Models for Constrained Language Planning Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, C. R. Jankowski, Deqing Yang, Yanghua Xiao ACL 2023 CCF A Outstanding Paper
26 Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao and Bing Han CIKM 2023 清华 CORE-A
27 AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models Xiaodan Wang,Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao WSDM 2023 清华 CORE-A
28 Long-Document Cross-Lingual Summarization Shaohui Zheng, Zhixu Li, Jiaan Wang, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen WSDM 2023 清华 CORE-A
29 Causality-aware Concept Extraction based on Knowledge-guided Prompting Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui. Xie ACL 2023 CCF A
30 Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao ACL 2023 CCF A
31 HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen ACL 2023 CCF A
32 Towards Unifying Multi-Lingual and Cross-Lingual Summarization Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou ACL 2023 CCF A
33 Adaptive Ordered Information Extraction with Deep Reinforcement Learning Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji ACL Findings 2023 CCF A
34 FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao ACL 2023 CCF A
35 QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni KDD 2023 CCF A
36 M3PT: A Multi-Modal Model for POI Tagging Jingsong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni KDD 2023 CCF A
37 Accelerating Personalized PageRank Vector Computation Zhen Chen, Xingzhi Guo, Baojian Zhou, Deqing Yang, S. Skiena KDD 2023 CCF A
38 Effcient single-source SimRank query by path aggregation Mingxi Zhang, Yanghua Xiao, Wei Wang KDD 2023 CCF A
39 What Image do You Need? A Two-stage Framework for Image Selection in E-commerce Sheng-Chi You, Chao Wang, Baohua Wu, Jingping Liu, Quan Lu, Guanzhou Han, Yanghua Xiao WWW 2023 CCF A
40 End-to-end Entity Linking with Hierarchical Reinforcement Learning Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao AAAI 2023 CCF A
41 Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen, Rui Xu, Wenyuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao AAAI 2023 CCF A
42 GANTEE: Generative Adversarial Network for Taxonomy Entering Evaluation Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong AAAI 2023 CCF A
43 Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-Supervised Relation Extraction Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang AAAI 2023 CCF A
44 MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao AAAI 2023 CCF A
45 Does it pay to optimize AUC? Baojian Zhou, Steven Skiena AAAI 2023 CCF A
46 Group Buying Recommend- ation Model Based on Multi-task Learning Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao ICDE 2023 CCF A
47 Learning Dual-view User Representations for Enhanced Sequential Recommendation Lyuxin Xue, Deqing Yang, Shuoyao Zhai, Yuxin Li, Yanghua Xiao TOIS 2023 CCF A
48 VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction Jingping Liu, Tao Chen, Chao Wang, Jiaqing Liang, Lihan Chen, Yanghua Xiao*, Yunwen Chen, Ke Jin Artificial Intelligence Journal 2022 CCF A
49 Improving Continual Relation Extraction through Supervised Contrastive Learning Chengwei Hu, Haoliang Jin, Zhen Chen, Deqing Yang, Yanghua Xiao COLING 2022 清华 CORE-A
50 ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou EMNLP 2022 清华 CORE-A
51 ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Yanghua Xiao EMNLP 2022 清华 CORE-A
52 Evidence-aware Document-level Relation Extraction Tianyu Xu, Wen Hua, Jianfeng Qu, Zhixu Li, Jiajie Xu, An Liu, Lei Zhao CIKM 2022 清华 CORE-A Best Paper Honorable Mention
53 Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model Jinhao Ju, Deqing Yang, Jingping Liu CIKM 2022 清华 CORE-A Best Short Paper
54 Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao NAACL 2022 NAACL
55 Semantic-Based Data Augmentation for Math Word Problems Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen DASFAA 2022 CCF B
56 PromptMNER: Prompt-based Entity-related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Jiabo Ye, Ming Yan, Yanghua Xiao DASFAA 2022 CCF B
57 FALCON: A Faithful Contrastive Framework for Response Generation in TableQA Systems Shineng Fang, Jiangjie Chen, Xi Shen, Yunwen Chen, Yanghua Xiao DASFAA 2022 CCF B
58 Knowing What I Don’t Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao, Bang Liu, Yunwen Chen DASFAA 2022 CCF B
59 Modeling Uncertainty in Neural Relation Extraction Yu Hong, Yanghua Xiao, Wei Wang, Yunwen Chen DASFAA 2022 CCF B
60 Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction Xuwu Wang, Xueyao Jiang, Sihang Jiang, Zhixu Li, Yanghua Xiao DASFAA 2022 CCF B
61 Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph Xueyao Jiang, Ailisi Li, Jiaqing Liang, Bang Liu, Rui Xie, Wei Wu, Zhixu Li, Yanghua Xiao DASFAA 2022 CCF B
62 Multi-Modal Knowledge Graph Construction and Application: A Survey Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, N. Yuan TKDE 2022 CCF A
63 Diversified query generation guided by knowledge graph Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao WSDM 2022 清华 CORE-A
64 Harvesting More Answer Spans from Paragraph beyond Annotation Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao WSDM 2022 清华 CORE-A
65 A Probit Tensor Factorization Model For Relational Learning Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao Journal of Computational And Graphical Statistics 2022 None
66 Prototypical Concept Representation Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang TKDE 2022 CCF A
67 Crossword Puzzle Resolution via Monte Carlo Tree Search Lihan Chen, Jingping Liu, Sihang Jiang, Chao Wang, Jiaqing Liang, Yanghua Xiao, Sheng Zhang, Rui Song ICAPS 2022 None
68 Cat-mner: Multimodal named entity recognition with knowledge-refined cross-modal attention Xuwu Wang, Jiabo Ye, Zhixu Li, Junfeng Tian, Yong Jiang, Ming Yan, Ji Zhang, Yanghua Xiao ICME 2022 清华 CORE-A
69 Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation Lyuxin Xue, Deqing Yang, Yanghua Xiao ICME 2022 清华 CORE-A
70 Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao ECML-PKDD 2022 清华 CORE-A
71 Noun Compound Interpretation With Relation Classification and Paraphrasing Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, Rui Xie TKDE 2022 CCF A
72 Human-in-the-loop Robotic Grasping using BERT Scene Representation Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang COLING 2022 清华 CORE-A
73 Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao COLING 2022 清华 CORE-A
74 Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang COLING 2022 清华 CORE-A
75 Generative Entity Typing with Curriculum Learning Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao EMNLP 2022 清华 CORE-A
76 A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction Kaiyan Cao, Deqing Yang, Jingping Liu, Jiaqing Liang, Yanghua Xiao, Feng Wei, Baohua Wu, Quan Lu CIKM 2022 清华 CORE-A
77 A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction Hanwen Tong, Chenhao Xie, Jiaqing Liang, Qianyu He, Zhiang Yue, Jingping Liu, Yanghua Xiao, Wenguang Wang CIKM 2022 清华 CORE-A
78 Can We Have Both Fish and Bear's Paw? Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang CIKM 2022 清华 CORE-A
79 Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen, Yanghua Xiao IEEE Data Engineering Bulletin 2022 None
80 Rule Mining over Knowledge Graphs via Reinforcement Learning Lihan Chen , Sihang Jiang , Jingping Liu , Chao Wang , Sheng Zhang, Chenhao Xie , Jiaqing Liang , Yanghua Xiao, Rui Song Knowledge Based Systems 2022 JCR 1区
81 A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua, Xiao, Wei Wang, Rui Xie WSDM 2022 清华 CORE-A
82 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao ACL Findings 2022 CCF A
83 Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen, Yanghua Xiao, Bang Liu ICDE 2022 CCF A
84 Unsupervised Editing for Counterfactual Stories Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou , Yanghua Xiao, Lei Li AAAI 2022 CCF A
85 LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li. AAAI 2022 CCF A
86 Language Models as Knowledge Embeddings Xintao Wang,Qianyu He, Jiaqing Liang, Yanghua Xiao. IJCAI 2022 CCF A
87 Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao ICDE 2022 CCF A
88 Entity Understanding with Hierarchical Graph Learning for Enhanced Text Classification Chao Wang, Haiyun Jiang, Tao Chen, Jingping Liu, Menghui Wang, Sihang Jiang, Zhixu Li, Yanghua Xiao Knowledge Based Systems 2022 JCR 1区
89 WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao ACL 2022 CCF A
90 Can Pre-trained Language Models Interpret Similes as Smart as Human? Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao ACL 2022 CCF A
91 WebKE: Knowledge Triple Extraction from Semi-structured Web with Pre-trained Markup Language Models Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang and Yanghua Xiao CIKM 2021 清华 CORE-A
92 Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi and Yanghua Xiao ACL 2021 CCF A
93 Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao and Rui Xie. ISWC 2021 清华 CORE-A
94 Revisiting the Negative Data of Distantly Supervised Relation Extraction Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao ACL 2021 CCF A
95 HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan and Yanghua Xiao ACL Findings 2021 CCF A
96 Bootstrapping Information Extraction via Conceptualization Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang ICDE 2021 CCF A
97 Towards Fine-grained Concept Generation Chenguang Li, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang TKDE 2021 CCF A
98 Learning Term Embeddings for Lexical Taxonomies Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen AAAI 2021 CCF A
99 Learning Term Embeddings for Lexical Taxonomies Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen AAAI 2021 CCF A
100 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao EMNLP 2020 清华 CORE-A
101 Surface Pattern Enhanced Relation Extraction with Global Constraints Haiyun Jiang, Juntao Liu, Sheng Zhang, Deqing Yang, Yanghua Xiao, Wei Wang Knowledge and Information System 2020 JCR 1区
102 Spiral of Silence and Its Application in Recommender Systems Chen Lin, Dugang Liu, Yanghua Xiao, Hanghang Tong IEEE Transactions on Knowledge and Data Engineering 2020 None
103 Mining Infrequent High-Quality Phrases from Domain-Specific Corpora Li Wang, Wei Zhu, Sihang Jiang, Sheng Zhang, Keqiang Wang, Yuan Ni, Guotong Xie, Yanghua Xiao CIKM 2020 清华 CORE-A
104 Attacking Recommender Systems with Augmented User Profiles Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang CIKM 2020 清华 CORE-A
105 Understanding a bag of words by conceptual labeling with prior weights Haiyun Jiang, Deqing Yang, Yanghua Xiao, Wei Wang WWW 2020 CCF A
106 Explaining a bag of words with hierarchical conceptual labels Haiyun Jiang, Yanghua Xiao, Wei Wang WWW 2020 CCF A
107 A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention Deqing Yang∗, Zengchun Song, Lvxin Xue, Yanghua Xiao SIGIR 2020 CCF A
108 Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation Wenjing Meng, Deqing Yang, Yanghua Xiao SIGIR 2020 CCF A
109 Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation Deqing Yang, Zikai Guo, Yanghua Xiao SIGIR 2020 CCF A
110 Mining Verb-Oriented Commonsense Knowledge Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang, Bo Xu, Yanghua Xiao ICDE 2020 CCF A
111 Capable Of Reasoning: A Step Towards Commonsense Oracle Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao SIGIR 2020 CCF A
112 Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks Ting Ye, Xuwu Wang, Jiangchao Yao,Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang CIKM 2019 清华 CORE-A
113 Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment Xiaofei Shi, Yanghua Xiao EMNLP 2019 清华 CORE-A
114 Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification Shiyun Chen, Xin Lin, Yanghua Xiao, Liang He CIKM 2019 清华 CORE-A
115 Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen IJCAI 2019 CCF A
116 Relation Extraction Using Supervision from Topic Knowledge of Relation Labels Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen, Chenguang Li, Jingping Liu, Jiaqing Liang, Chao Wang, Yanghua Xiao, Wei Wang IJCAI 2019 CCF A
117 A Deep Recommendation Model Incorporating Adaptive Knowledge-based Representations Chenlu Shen, Deqing Yang, Yanghua Xiao ICWS 2019 清华 CORE-A
118 A Deep Recommendation Model Incorporating Adaptive Knowledge-based Representations Chenlu Shen, Deqing Yang, Yanghua Xiao ICWS 2019 清华 CORE-A
119 Chenguang Li, Jiaqing Liang, Bin Liang, Wei Wang. Hierarchical Conceptual Labeling Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen, Chao Wang DASFAA 2019 CCF B
120 Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Haikuan Huang, Jun Tan ICDE 2019 CCF A
121 Non-Compensatory Psychological Models for Recommender Systems Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu and Yanghua Xiao AAAI 2019 CCF A
122 Spiral of Silence in Recommender Systems Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong WSDM 2019 清华 CORE-A
123 Weakly Supervised Co-Training of Query Rewriting and Semantic Matching for e-Commerce Rong Xiao, Jianhui Ji,Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju WSDM 2019 清华 CORE-A
124 Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao ACL 2019 CCF A
125 Deep Short Text Classification with Knowledge Powered Attentions Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang AAAI 2019 CCF A
126 ACCF: Learning Attentional Conformity for Collaborative Filtering Bin Liang, Chaofeng Sha, Dong Wu, Bo Xu, Yanghua Xiao, Wei Wang. IEEE Access  2019 None