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- affiliation: University of California, Santa Barbara, USA
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2020 – today
- 2024
[c149]Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook:
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. ACL (1) 2024: 8688-8704- [c148]Ross Koval, Nicholas Andrews, Xifeng Yan:
Learning to Compare Financial Reports for Financial Forecasting. EACL (Findings) 2024: 500-512 - [i48]Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook:
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. CoRR abs/2402.10466 (2024) - [i47]Weizhi Wang, Khalil Mrini, Linjie Yang, Sateesh Kumar, Yu Tian, Xifeng Yan, Heng Wang:
Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters. CoRR abs/2403.02677 (2024) - [i46]Zekun Li, Xianjun Yang, Kyuri Choi, Wanrong Zhu, Ryan Hsieh, HyeonJung Kim, Jin Hyuk Lim, Sungyoung Ji, Byungju Lee, Xifeng Yan, Linda Ruth Petzold, Stephen D. Wilson, Woosang Lim, William Yang Wang:
MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension. CoRR abs/2407.04903 (2024) - [i45]Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu:
Can Editing LLMs Inject Harm? CoRR abs/2407.20224 (2024) - 2023
- [j39]Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu:
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46(4): 4-17 (2023) - [j38]Xixi Zhou
, Jiajun Bu, Sheng Zhou, Zhi Yu, Ji Zhao, Xifeng Yan:
Improving topic disentanglement via contrastive learning. Inf. Process. Manag. 60(2): 103164 (2023) - [c147]Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin:
Graph Reasoning for Question Answering with Triplet Retrieval. ACL (Findings) 2023: 3366-3375 - [c146]Ross Koval, Nicholas Andrews, Xifeng Yan:
Forecasting Earnings Surprises from Conference Call Transcripts. ACL (Findings) 2023: 8197-8209 - [c145]Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan:
Limitations of Language Models in Arithmetic and Symbolic Induction. ACL (1) 2023: 9285-9298 - [c144]Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Visually-Augmented Language Modeling. ICLR 2023 - [c143]Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold:
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. ICML 2023: 41300-41313 - [c142]Zekun Li, Shiyang Li, Xifeng Yan:
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. NeurIPS 2023 - [c141]Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan:
Guiding Large Language Models via Directional Stimulus Prompting. NeurIPS 2023 - [c140]Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Augmenting Language Models with Long-Term Memory. NeurIPS 2023 - [e1]Ambuj K. Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar, Fatma Ozcan, Jieping Ye:
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. ACM 2023 [contents] - [i44]Jing Qian, Xifeng Yan:
Language Model Detoxification in Dialogue with Contextualized Stance Control. CoRR abs/2301.10368 (2023) - [i43]Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan:
Guiding Large Language Models via Directional Stimulus Prompting. CoRR abs/2302.11520 (2023) - [i42]Zekun Li, Shiyang Li, Xifeng Yan:
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. CoRR abs/2303.12799 (2023) - [i41]Hong Wang, Xuan Luo, Weizhi Wang, Xifeng Yan:
Bot or Human? Detecting ChatGPT Imposters with A Single Question. CoRR abs/2305.06424 (2023) - [i40]Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin:
Graph Reasoning for Question Answering with Triplet Retrieval. CoRR abs/2305.18742 (2023) - [i39]Weizhi Wang, Hong Wang, Xifeng Yan:
STEPS: A Benchmark for Order Reasoning in Sequential Tasks. CoRR abs/2306.04441 (2023) - [i38]Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Augmenting Language Models with Long-Term Memory. CoRR abs/2306.07174 (2023) - [i37]Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan:
Do you really follow me? Adversarial Instructions for Evaluating the Robustness of Large Language Models. CoRR abs/2308.10819 (2023) - [i36]Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold:
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. CoRR abs/2311.01361 (2023) - 2022
- [j37]Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan:
Cross-modal image retrieval with deep mutual information maximization. Neurocomputing 496: 166-177 (2022) - [j36]Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, Sheng Zhou, Zhen Zhang, Jingjun Gu, Haifeng Li, Xifeng Yan:
Context-guided entropy minimization for semi-supervised domain adaptation. Neural Networks 154: 270-282 (2022) - [j35]Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu, Tianyi Wu:
Heterogeneous Information Networks: the Past, the Present, and the Future. Proc. VLDB Endow. 15(12): 3807-3811 (2022) - [c139]Hanwen Zha, Zhiyu Chen, Xifeng Yan:
Inductive Relation Prediction by BERT. AAAI 2022: 5923-5931 - [c138]Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan:
Controllable Dialogue Simulation with In-context Learning. EMNLP (Findings) 2022: 4330-4347 - [c137]Jing Qian, Xifeng Yan:
Language Model Detoxification in Dialogue with Contextualized Stance Control. EMNLP (Findings) 2022: 5548-5558 - [c136]Yanju Chen, Xifeng Yan, Yu Feng:
Visualization question answering using introspective program synthesis. PLDI 2022: 137-151 - [c135]Yingrui Yang, Yifan Qiao, Jinjin Shao, Xifeng Yan, Tao Yang:
Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT. WSDM 2022: 1234-1244 - [i35]Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Visually-Augmented Language Modeling. CoRR abs/2205.10178 (2022) - [i34]Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan:
Limitations of Language Models in Arithmetic and Symbolic Induction. CoRR abs/2208.05051 (2022) - [i33]Jingru Li, Sheng Zhou, Liangcheng Li, Xifeng Yan, Zhi Yu, Jiajun Bu:
How to Teach: Learning Data-Free Knowledge Distillation from Curriculum. CoRR abs/2208.13648 (2022) - [i32]Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan:
Controllable Dialogue Simulation with In-Context Learning. CoRR abs/2210.04185 (2022) - [i31]Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan:
Explanations from Large Language Models Make Small Reasoners Better. CoRR abs/2210.06726 (2022) - [i30]Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda R. Petzold:
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. CoRR abs/2210.12156 (2022) - 2021
- [j34]Bay-Yuan Hsu, Chih-Ya Shen, Xifeng Yan:
Network Intervention for Mental Disorders with Minimum Small Dense Subgroups. IEEE Trans. Knowl. Data Eng. 33(5): 2121-2136 (2021) - [c134]Mingxi Zhang, Xifeng Yan, Wei Wang:
Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph. CIKM 2021: 2578-2587 - [c133]Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan:
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. EMNLP (Findings) 2021: 1006-1015 - [c132]Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong:
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. ICLR 2021 - [c131]Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan:
Lifelong Learning of Hate Speech Classification on Social Media. NAACL-HLT 2021: 2304-2314 - [c130]Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan:
Inter-Series Attention Model for COVID-19 Forecasting. SDM 2021: 495-503 - [c129]Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su:
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. WWW 2021: 3477-3488 - [i29]Xiaoyong Jin, Youngsuk Park, Danielle C. Maddix, Yuyang Wang, Xifeng Yan:
Attention-based Domain Adaptation for Time Series Forecasting. CoRR abs/2102.06828 (2021) - [i28]Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan:
Cross-modal Image Retrieval with Deep Mutual Information Maximization. CoRR abs/2103.06032 (2021) - [i27]Yingrui Yang, Yifan Qiao, Jinjin Shao, Mayuresh Anand, Xifeng Yan, Tao Yang:
Composite Re-Ranking for Efficient Document Search with BERT. CoRR abs/2103.06499 (2021) - [i26]Hanwen Zha, Zhiyu Chen, Xifeng Yan:
Inductive Relation Prediction by BERT. CoRR abs/2103.07102 (2021) - [i25]Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan:
Lifelong Learning of Hate Speech Classification on Social Media. CoRR abs/2106.02821 (2021) - [i24]Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, Zhen Zhang, Sheng Zhou, Xifeng Yan:
Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation. CoRR abs/2107.06735 (2021) - [i23]Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan:
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. CoRR abs/2109.06466 (2021) - 2020
- [c128]Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu, Sheng Zhou, Xifeng Yan:
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification. CIKM 2020: 1055-1064 - [c127]Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang:
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. EMNLP (1) 2020: 8635-8648 - [i22]Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang:
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. CoRR abs/2010.02307 (2020) - [i21]Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong:
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. CoRR abs/2010.12850 (2020) - [i20]Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan:
Inter-Series Attention Model for COVID-19 Forecasting. CoRR abs/2010.13006 (2020) - [i19]Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su:
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. CoRR abs/2011.07743 (2020)
2010 – 2019
- 2019
- [j33]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Performance Bounds of Decentralized Search in Expert Networks for Query Answering. ACM Trans. Knowl. Discov. Data 13(2): 18:1-18:23 (2019) - [c126]Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su:
Global Textual Relation Embedding for Relational Understanding. ACL (1) 2019: 1324-1330 - [c125]Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang:
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. ACL (1) 2019: 3696-3709 - [c124]Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan:
HierCon: Hierarchical Organization of Technical Documents Based on Concepts. ICDM 2019: 379-388 - [c123]Hanwen Zha, Wenhu Chen, Keqian Li, Xifeng Yan:
Mining Algorithm Roadmap in Scientific Publications. KDD 2019: 1083-1092 - [c122]Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang:
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. NAACL-HLT (1) 2019: 3487-3497 - [c121]Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan:
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting. NeurIPS 2019: 5244-5254 - [i18]Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang:
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. CoRR abs/1902.10339 (2019) - [i17]Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang:
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. CoRR abs/1905.12866 (2019) - [i16]Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su:
Global Textual Relation Embedding for Relational Understanding. CoRR abs/1906.00550 (2019) - [i15]Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan:
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting. CoRR abs/1907.00235 (2019) - [i14]Yunkai Zhang, Qiao Jiang, Shurui Li, Xiaoyong Jin, Xueying Ma, Xifeng Yan:
You May Not Need Order in Time Series Forecasting. CoRR abs/1910.09620 (2019) - [i13]Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan:
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning. CoRR abs/1910.14613 (2019) - 2018
- [c120]Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan:
DialSQL: Dialogue Based Structured Query Generation. ACL (1) 2018: 1339-1349 - [c119]Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang:
XL-NBT: A Cross-lingual Neural Belief Tracking Framework. EMNLP 2018: 414-424 - [c118]Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan:
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. EMNLP 2018: 1702-1711 - [c117]Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan:
Concept Mining via Embedding. ICDM 2018: 267-276 - [c116]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. NAACL-HLT 2018: 820-830 - [c115]Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang:
Variational Knowledge Graph Reasoning. NAACL-HLT 2018: 1823-1832 - [c114]Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan:
Unsupervised Neural Categorization for Scientific Publications. SDM 2018: 37-45 - [r2]Xifeng Yan:
Mining of Chemical Data. Encyclopedia of Database Systems (2nd ed.) 2018 - [i12]Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang:
Variational Knowledge Graph Reasoning. CoRR abs/1803.06581 (2018) - [i11]Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang:
XL-NBT: A Cross-lingual Neural Belief Tracking Framework. CoRR abs/1808.06244 (2018) - 2017
- [c113]Theodore Georgiou, Amr El Abbadi, Xifeng Yan:
Extracting Topics with Focused Communities for Social Content Recommendation. CSCW 2017: 1432-1443 - [c112]Theodore Georgiou, Amr El Abbadi, Xifeng Yan:
Privacy-Preserving Community-Aware Trending Topic Detection in Online Social Media. DBSec 2017: 205-224 - [c111]Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan:
Recovering Question Answering Errors via Query Revision. EMNLP 2017: 903-909 - [c110]Yu Su, Xifeng Yan:
Cross-domain Semantic Parsing via Paraphrasing. EMNLP 2017: 1235-1246 - [c109]Theodore Georgiou, Amr El Abbadi, Xifeng Yan:
Privacy Cyborg: Towards Protecting the Privacy of Social Media Users. ICDE 2017: 1395-1396 - [i10]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. CoRR abs/1704.05958 (2017) - [i9]Yu Su, Xifeng Yan:
Cross-domain Semantic Parsing via Paraphrasing. CoRR abs/1704.05974 (2017) - 2016
- [j32]Fangqiu Han, Subhash Suri, Xifeng Yan:
Observability of Lattice Graphs. Algorithmica 76(2): 474-489 (2016) - [j31]Weiguo Zheng, Lei Zou, Wei Peng, Xifeng Yan, Shaoxu Song, Dongyan Zhao:
Semantic SPARQL Similarity Search Over RDF Knowledge Graphs. Proc. VLDB Endow. 9(11): 840-851 (2016) - [c108]Dong-Anh Nguyen, Shulong Tan, Ram Ramanathan, Xifeng Yan:
Analyzing information sharing strategies of users in online social networks. ASONAM 2016: 247-254 - [c107]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Query Answering Efficiency in Expert Networks Under Decentralized Search. CIKM 2016: 2119-2124 - [c106]Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan:
Improving Semantic Parsing via Answer Type Inference. EMNLP 2016: 149-159 - [c105]Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan:
On Generating Characteristic-rich Question Sets for QA Evaluation. EMNLP 2016: 562-572 - [c104]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
On the Efficiency of Decentralized Search in Expert Networks. ICDCS 2016: 733-734 - [c103]Shengqi Yang, Fangqiu Han, Yinghui Wu, Xifeng Yan:
Fast top-k search in knowledge graphs. ICDE 2016: 990-1001 - [c102]Honglei Liu, Fangqiu Han, Hongjun Zhou, Xifeng Yan, Kenneth S. Kosik:
Fast motif discovery in short sequences. ICDE 2016: 1158-1169 - [c101]Nandish Jayaram, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri:
Querying knowledge Graphs By Example entity tuples. ICDE 2016: 1494-1495 - [c100]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Decentralized search in expert networks: Generic models and performance bounds. ICNP 2016: 1-10 - [c99]Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan:
A Fast Kernel for Attributed Graphs. SDM 2016: 486-494 - [c98]Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan:
Distributed Representations of Expertise. SDM 2016: 531-539 - [c97]Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan:
Table Cell Search for Question Answering. WWW 2016: 771-782 - [c96]Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan:
Entity Disambiguation with Linkless Knowledge Bases. WWW 2016: 1261-1270 - 2015
- [j30]Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifeng Yan, Ambuj K. Singh, Guofei Jiang:
Behavior Query Discovery in System-Generated Temporal Graphs. Proc. VLDB Endow. 9(4): 240-251 (2015) - [j29]Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan:
Fine-Grained Knowledge Sharing in Collaborative Environments. IEEE Trans. Knowl. Data Eng. 27(8): 2163-2174 (2015) - [j28]Nandish Jayaram, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri:
Querying Knowledge Graphs by Example Entity Tuples. IEEE Trans. Knowl. Data Eng. 27(10): 2797-2811 (2015) - [c95]Theodore Georgiou, Amr El Abbadi, Xifeng Yan, Jemin George:
Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application. ASONAM 2015: 330-335 - [c94]Jonathan Kuck, Honglei Zhuang, Xifeng Yan, Hasan Cam, Jiawei Han:
Query-Based Outlier Detection in Heterogeneous Information Networks. EDBT 2015: 325-336 - [c93]Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan:
Exploiting Relevance Feedback in Knowledge Graph Search. KDD 2015: 1135-1144 - [i8]Fangqiu Han, Subhash Suri, Xifeng Yan:
Observability of Lattice Graphs. CoRR abs/1505.02224 (2015) - [i7]Yang Li, Xifeng Yan:
MSPKmerCounter: A Fast and Memory Efficient Approach for K-mer Counting. CoRR abs/1505.06550 (2015) - [i6]Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifeng Yan, Ambuj K. Singh, Guofei Jiang:
Behavior Query Discovery in System-Generated Temporal Graphs. CoRR abs/1511.05911 (2015) - 2014
- [j27]Shengqi Yang, Yinghui Wu, Huan Sun, Xifeng Yan:
Schemaless and Structureless Graph Querying. Proc. VLDB Endow. 7(7): 565-576 (2014) - [j26]Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He:
Interpreting the Public Sentiment Variations on Twitter. IEEE Trans. Knowl. Data Eng. 26(5): 1158-1170 (2014) - [j25]Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, Jian Lu:
Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model. IEEE Trans. Knowl. Data Eng. 26(7): 1706-1719 (2014) - [c92]Divyakant Agrawal, Ceren Budak, Amr El Abbadi, Theodore Georgiou, Xifeng Yan:
Big Data in Online Social Networks: User Interaction Analysis to Model User Behavior in Social Networks. DNIS 2014: 1-16 - [c91]Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han:
Top-K interesting subgraph discovery in information networks. ICDE 2014: 820-831 - [c90]