Xifeng Yan

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 103

Top Venues

CoRR

ICDE

EMNLP

IEEE Trans. Knowl. Data Eng.

Publications

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)
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 (2024)
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 (2024)
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 (2024)
Ross Koval, Nicholas Andrews, Xifeng Yan
Learning to Compare Financial Reports for Financial Forecasting. EACL (Findings) (2024)
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 (2024)
Zekun Li, Shiyang Li, Xifeng Yan
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. CoRR (2023)
Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan
Guiding Large Language Models via Directional Stimulus Prompting. CoRR (2023)
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) (2023)
Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
Augmenting Language Models with Long-Term Memory. NeurIPS (2023)
Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
Augmenting Language Models with Long-Term Memory. CoRR (2023)
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 (2023)
Hong Wang, Xuan Luo, Weizhi Wang, Xifeng Yan
Bot or Human? Detecting ChatGPT Imposters with A Single Question. CoRR (2023)
Zekun Li, Shiyang Li, Xifeng Yan
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. NeurIPS (2023)
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)
Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan
Limitations of Language Models in Arithmetic and Symbolic Induction. ACL (1) (2023)
Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan
Guiding Large Language Models via Directional Stimulus Prompting. NeurIPS (2023)
Weizhi Wang, Hong Wang, Xifeng Yan
STEPS: A Benchmark for Order Reasoning in Sequential Tasks. CoRR (2023)
Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
Visually-Augmented Language Modeling. ICLR (2023)
Jing Qian, Xifeng Yan
Language Model Detoxification in Dialogue with Contextualized Stance Control. CoRR (2023)
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 (2023)
Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan
Do you really follow me? Adversarial Instructions for Evaluating the Robustness of Large Language Models. CoRR (2023)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. ICML (2023)
Xixi Zhou, Jiajun Bu, Sheng Zhou, Zhi Yu, Ji Zhao, Xifeng Yan
Improving topic disentanglement via contrastive learning. Inf. Process. Manag. 60 (2) (2023)
Ross Koval, Nicholas Andrews, Xifeng Yan
Forecasting Earnings Surprises from Conference Call Transcripts. ACL (Findings) (2023)
Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan
Controllable Dialogue Simulation with In-context Learning. EMNLP (Findings) (2022)
Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan
Controllable Dialogue Simulation with In-Context Learning. CoRR (2022)
Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
Visually-Augmented Language Modeling. CoRR (2022)
Jingru Li, Sheng Zhou, Liangcheng Li, Xifeng Yan, Zhi Yu, Jiajun Bu
How to Teach: Learning Data-Free Knowledge Distillation from Curriculum. CoRR (2022)
Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan
Limitations of Language Models in Arithmetic and Symbolic Induction. CoRR (2022)
Yingrui Yang, Yifan Qiao, Jinjin Shao, Xifeng Yan, Tao Yang
Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT. WSDM (2022)
Jing Qian, Xifeng Yan
Language Model Detoxification in Dialogue with Contextualized Stance Control. EMNLP (Findings) (2022)
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 (2022)
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 (2022)
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) (2022)
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 (2022)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda R. Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. CoRR (2022)
Hanwen Zha, Zhiyu Chen, Xifeng Yan
Inductive Relation Prediction by BERT. AAAI (2022)
Yanju Chen, Xifeng Yan, Yu Feng
Visualization question answering using introspective program synthesis. PLDI (2022)
Hanwen Zha, Zhiyu Chen, Xifeng Yan
Inductive Relation Prediction by BERT. CoRR (2021)
Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan
Lifelong Learning of Hate Speech Classification on Social Media. CoRR (2021)
Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, Zhen Zhang, Sheng Zhou, Xifeng Yan
Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation. CoRR (2021)
Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan
Inter-Series Attention Model for COVID-19 Forecasting. SDM (2021)
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) (2021)
Yingrui Yang, Yifan Qiao, Jinjin Shao, Mayuresh Anand, Xifeng Yan, Tao Yang
Composite Re-Ranking for Efficient Document Search with BERT. CoRR (2021)
Xiaoyong Jin, Youngsuk Park, Danielle C. Maddix, Yuyang Wang, Xifeng Yan
Attention-based Domain Adaptation for Time Series Forecasting. CoRR (2021)
Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan
Lifelong Learning of Hate Speech Classification on Social Media. NAACL-HLT (2021)
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)
Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan
Cross-modal Image Retrieval with Deep Mutual Information Maximization. CoRR (2021)
Mingxi Zhang, Xifeng Yan, Wei Wang
Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph. CIKM (2021)
Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. EMNLP (Findings) (2021)
Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. CoRR (2021)
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)
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. CoRR (2020)
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 (2020)
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)
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. EMNLP (1) (2020)
Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan
Inter-Series Attention Model for COVID-19 Forecasting. CoRR (2020)
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 (2020)
Hanwen Zha, Wenhu Chen, Keqian Li, Xifeng Yan
Mining Algorithm Roadmap in Scientific Publications. KDD (2019)
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 (2019)
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)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
Global Textual Relation Embedding for Relational Understanding. ACL (1) (2019)
Yunkai Zhang, Qiao Jiang, Shurui Li, Xiaoyong Jin, Xueying Ma, Xifeng Yan
You May Not Need Order in Time Series Forecasting. CoRR (2019)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
Global Textual Relation Embedding for Relational Understanding. CoRR (2019)
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)
Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. CoRR (2019)
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 (2019)
Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan
HierCon: Hierarchical Organization of Technical Documents Based on Concepts. ICDM (2019)
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 (2019)
Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. ACL (1) (2019)
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) (2019)
Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang
Variational Knowledge Graph Reasoning. NAACL-HLT (2018)
Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan
DialSQL: Dialogue Based Structured Query Generation. ACL (1) (2018)
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 (2018)
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
Unsupervised Neural Categorization for Scientific Publications. SDM (2018)
Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan
Concept Mining via Embedding. ICDM (2018)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. EMNLP (2018)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. NAACL-HLT (2018)
Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang
Variational Knowledge Graph Reasoning. CoRR (2018)
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)
Theodore Georgiou, Amr El Abbadi, Xifeng Yan
Extracting Topics with Focused Communities for Social Content Recommendation. CSCW (2017)
Theodore Georgiou, Amr El Abbadi, Xifeng Yan
Privacy Cyborg: Towards Protecting the Privacy of Social Media Users. ICDE (2017)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. CoRR (2017)
Yu Su, Xifeng Yan
Cross-domain Semantic Parsing via Paraphrasing. CoRR (2017)
Yu Su, Xifeng Yan
Cross-domain Semantic Parsing via Paraphrasing. EMNLP (2017)
Theodore Georgiou, Amr El Abbadi, Xifeng Yan
Privacy-Preserving Community-Aware Trending Topic Detection in Online Social Media. DBSec (2017)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
Recovering Question Answering Errors via Query Revision. EMNLP (2017)
Shengqi Yang, Fangqiu Han, Yinghui Wu, Xifeng Yan
Fast top-k search in knowledge graphs. ICDE (2016)
Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan
Table Cell Search for Question Answering. WWW (2016)
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) (2016)
Nandish Jayaram, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri
Querying knowledge Graphs By Example entity tuples. ICDE (2016)
Dong-Anh Nguyen, Shulong Tan, Ram Ramanathan, Xifeng Yan
Analyzing information sharing strategies of users in online social networks. ASONAM (2016)
Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan
A Fast Kernel for Attributed Graphs. SDM (2016)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
Query Answering Efficiency in Expert Networks Under Decentralized Search. CIKM (2016)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
On the Efficiency of Decentralized Search in Expert Networks. ICDCS (2016)
Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan
Distributed Representations of Expertise. SDM (2016)
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
Improving Semantic Parsing via Answer Type Inference. EMNLP (2016)
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)
Honglei Liu, Fangqiu Han, Hongjun Zhou, Xifeng Yan, Kenneth S. Kosik
Fast motif discovery in short sequences. ICDE (2016)

Xifeng Yan.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xifeng Yan