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ORCIDYi Yang 0042
Person information
- affiliation: Hong Kong University of Science and Technology, Department of Information Systems and Operations Management, Hong Kong
- affiliation (PhD 2015): Northwestern University, Evanston, IL, USA
Other persons with the same name
- Yi Yang — disambiguation page
- Yi Yang 0001
![[0000-0001-5528-0546]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-5528-0546")
— Zhejiang University, College of Computer Science and Technology, Hangzhou, China (and 5 more) - Yi Yang 0002 — Fontbonne University, Department of Mathematics and Computer Science, St. Louis, MO, USA (and 2 more)
- Yi Yang 0003 — Hubei Minzu University, College of Science, Enshi, China
- Yi Yang 0004 — Hunan Women's University, Department of Information Technology, Changsha, China
- Yi Yang 0005 — Pennsylvania State University, Department of Computer Science and Engineering, University Park, PA, USA (and 1 more)
- Yi Yang 0006 — University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, BC, Canada (and 2 more)
- Yi Yang 0007 — Google DeepMind, London, UK (and 2 more)
- Yi Yang 0008 — Xi'an Jiaotong University, School of Aerospace, SKLSVMS, China
- Yi Yang 0009 — Beijing Institute of Technology, School of Automation, State Key Laboratory of Intelligent Control and Decision of Complex Systems, Beijing, China
- Yi Yang 0010 — University of California, Los Angeles, USA
- Yi Yang 0011 — Queen's University Belfast, UK
- Yi Yang 0012 — University of Kaiserslautern, Germany
- Yi Yang 0013 — Karlsruhe Institute of Technology, Germany
- Yi Yang 0014 — Texas A&M University, College Station, USA
- Yi Yang 0015 — Texas A&M University, College Station, USA
- Yang Yang 0039 (aka: Yi Yang 0016) — University of California, Merced, USA
- Yi Yang 0017 — Lanzhou University, School of Information Science and Engineering, China (and 1 more)
- Yi Yang 0018 — NEC Laboratories America, Department of Computing Systems Architecture, Princeton, NJ, USA (and 1 more)
- Yi Yang 0019 — Chinese Academy of Science, Institute of Automation, Beijing, China
- Yi Yang 0020 — Hunan University of Commerce, Key Laboratory of Hunan Province for New Retail Virtual Reality Technology, Changsha, China (and 1 more)
- Yi Yang 0021 — Wuhan University of Science and Technology, School of Information Science and Engineering, China
- Yi Yang 0022 — Hohai University, College of Computer and Information, Nanjing, China
- Yi Yang 0023 — Lanzhou University, College of Atmospheric Sciences, MoE Key Laboratory for Semi-Arid Climate Change, China
- Yi Yang 0024 — Nanjing University of Aeronautics and Astronautics, College of Astronautics, China
- Yi Yang 0025 — Army Engineering University of PLA, College of Command and Control Engineering, Nanjing, China
- Yi Yang 0026 — Fourth Military Medical University, Tangdu Hospital, Department of Pain Treatment, Xi'an, China
- Yi Yang 0027 — University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu
- Yi Yang 0028 — Shanghai University of Finance and Economics, School of Statistics and Management, China
- Yi Yang 0029 — Anqing Normal University, School of Mathematics and Physics, Anhui, China (and 1 more)
- Yi Yang 0030 — Yanshan University, School of Electrical Engineering, Qinhuangdao, Hebei, China
- Yi Yang 0031 — Baidu Search Ads, Phoenix Nest, Baidu Inc, Beijing, China
- Yi Yang 0032 — Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- Yi Yang 0033 — Megvii Inc., Beijing, China (and 1 more)
- Yi Yang 0034 — KU Leuven, imec-DistriNet, Belgium
- Yi Yang 0035 — Henan University of Animal Husbandry and Economy, School of Information Engineering, Zhengzhou, China (and 1 more)
- Yi Yang 0036 — Hefei University of Technology, School of Computer Science and Information Engineering, China (and 2 more)
- Yi Yang 0037 — Tsinghua University, School of Integrated Circuit & Beijing National Research Center for Information Science and Technology (BNRist), Beijing, China (and 1 more)
- Yi Yang 0038 — ASAPP Inc., New York, NY, USA (and 3 more)
- Yi Yang 0039 — Tsinghua University, Department of Electronic Engineering, Tsinghua National Laboratory for Information Science and Technology, Beijing, China (and 1 more)
- Yi Yang 0040 — Chinese Academy of Sciences, Institute of Software, Trusted Computing and Information Assurance Laboratory, Beijing, China
- Yi Yang 0041 — Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Hong Kong
- Yi Yang 0043 — Henan Polytechnic University, School of Electrical Engineering and Automation, Jiaozuo, China (and 1 more)
- Yi Yang 0044 — Tsinghua University, Department of Hydraulic Engineering, Beijing, China (and 1 more)
- Yi Yang 0045 — Tsinghua University, School of Medicine, Department of Biomedical Engineering, Beijing, China
- Yi Yang 0046 (aka: Archer Y. Yang) — McGill University, Department of Mathematics and Statistics, Montréal, Canada (and 1 more)
- Yi Yang 0047 — University of Southern California, Department of Mathematics, Los Angeles, CA, USA
- Yi Yang 0048 — Tsinghua University, Department of Electrical Engineering, Beijing, China (and 1 more)
- Yi Yang 0049 — Purdue University, School of Engineering Technology, West Lafayette, IN, USA (and 1 more)
- Yi Yang 0050 — Purdue University, Department of Electrical and Computer Engineering, West Lafayette, IN, USA (and 1 more)
- Yi Yang 0051 — University of California, Los Angeles, CA, USA
- Yi Yang 0052 — Peng Cheng Laboratory, Shenzhen, China (and 1 more)
- Yi Yang 0053 — Soochow University, School of Art, Suzhou, China
- Yi Yang 0054 — University of Hong Kong, Department of Civil Engineering, Hong Kong
- Yi Yang 0055 — Inner Mongolia University of Science and Technology, School of Information Engineering, Baotou, China
- Yi Yang 0056 — Hohai University, School of Hydrology and Water Resources, Nanjing, China
- Yi Yang 0057 — Chinese Academy of Sciences, Institute of Acoustics, Key Laboratory of Speech Acoustics and Content Understanding, Beijing, China (and 1 more)
- Yi Yang 0058 — Qingdao University of Technology, School of Mechanical and Automotive Engineering, Qingdao, China
- Yi Yang 0059 — Southern Medical University, School of Biomedical Engineering, Guangzhou, China
- Yi Yang 0060 — Chinese Academy of Sciences, Institute of Software, SKLCS, Beijing, China
- Yi Yang 0061 — University of Science and Technology of China, School of the Gifted Young, Anhui, China
- Yi Yang 0062 — National University of Defense Technology, College of Intelligence Science and Technology, Changsha, China
- Yi Yang 0063 — Chongqing University of Posts and Telecommunications, College of Automation, Chongqing, China
- Yi Yang 0065 — Shanghai Jiao Tong University, School of Humanities, Shanghai, China
- Yi Yang 0066 — Xi'an Shiyou University, Xi'an, China
- Yi Yang 0067 — Tianjin University of Technology, School of Electrical and Electronic Engineering, Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin, China
- Yi Yang 0068 — Shanghai University, School of Mechatronic Engineering and Automation, Shanghai, China
- Yi Yang 0069 — Huazhong University of Science and Technology, College of Public Administration, Wuhan, China
- Yi Yang 0070 — Chinese Academy of Sciences, Aerospace Information Research Institute, Key Laboratory of Technology in Geo-Spatial Information Processing and Application System, Beijing, China (and 1 more)
- Yi Yang 0071 — Chinese Academy of Surveying and Mapping, Key Laboratory of Surveying and Mapping Science and Geospatial Information Technology, Beijing, China
- Yi Yang 0072 — Peking University, Center for Data Science, Beijing, China
- Yi Yang 0073 — Xi'an Jiaotong University, School of Computer Science and Technology, SPKLSTN Lab, Xi'an, China
- Yi Yang 0074 — Tianjin Normal University, Tianjin, China
- Yi Yang 0075 — East China University of Science and Technology, Shanghai Collaborative Innovation Center for Biomanufacturing Technology, State Key Laboratory of Bioreactor Engineering, Shanghai, China
- Yi Yang 0076 — Boston University, Department of Mechanical Engineering, Boston, MA, USA
- Yi Yang 0077 — National Chiao-Tung University, Department of Electrophysics, Hsinchu, Taiwan
- Yi Yang 0078 — Jiangsu University of Science and Technology, Zhenjiang, China
- Yi Yang 0079 — Beijing Jiaotong University, School of Mechanical, Electronic and Control Engineering, Robotics Research Center, Beijing, China
- Yi Yang 0080 — State Grid Liaoning Electric Power Supply Co. Ltd., Shenyang Power Supply Company, Shenyang, China
- Yi Yang 0081 — Wuhan University, School of Remote Sensing and Information Engineering, Wuhan, China
- Yi Yang 0082 — Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China (and 1 more)
- Yi Yang 0083 — Dongguan City Maternal and Child Health Hospital, Department of Ultrasound, Dongguan, China
- Yi Yang 0084 — Xiangtan University, School of Materials Science and Engineering, Key Laboratory of Low-Dimensional Materials and Application Technologies, Xiangtan, China
- Yi Yang 0085 — Curtin University, Curtin Business School, Perth, Australia
- Yi Yang 0086 — Guangdong Ocean University, College of Mechanical and Power Engineering, Zhanjiang, China (and 1 more)
- Yi Yang 0087 — City University of Hong Kong, Department of Biostatistics, Hong Kong (and 2 more)
- Yi Yang 0088 — Sichuan University, College of Life Science, Key Laboratory of Bio-Resources and Eco-Environment, Chengdu, China
- Yi Yang 0089 — Zhejiang University, School of Management, Hangzhou, China
- Yi Yang 0090 — Huawei Research, Hong Kong
- Yi Yang 0091 — National University of Defense Technology, College of Advanced Interdisciplinary Studies, Changsha, China (and 2 more)
- Yi Yang 0092 — Jiangsu University, School of Automotive and Traffic Engineering, Zhenjiang, China (and 1 more)
- Yi Yang 0093 — Nanjing University, Department of Computer Science and Technology, National Key Laboratory for Novel Software Technology, Nanjing, China
- Yi Yang 0094 — Emory University, Department of Computer Science, Atlanta, GA, USA
- Yi Yang 0095 — KTH Royal Institute of Technology, Stockholm, Sweden
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2020 – today
- 2024
[j12]Dongcheng Zhang, Kunpeng Zhang, Yi Yang, David A. Schweidel:
TM-OKC: An Unsupervised Topic Model for Text in Online Knowledge Communities. MIS Q. 48(3): 931-978 (2024)- [j11]John P. Lalor, Ahmed Abbasi, Kezia Oketch, Yi Yang, Nicole Forsgren:
Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines. ACM Trans. Inf. Syst. 42(4): 99:1-99:41 (2024) - [c28]Hanyu Duan, Yixuan Tang, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
Exploring the Relationship between In-Context Learning and Instruction Tuning. EMNLP (Findings) 2024: 3197-3210 - [c27]Kai Yang, Yi Yang, Qiang Gao, Ting Zhong, Yong Wang, Fan Zhou:
Self-Explainable Next POI Recommendation. SIGIR 2024: 2619-2623 - [i18]Yixuan Tang, Yi Yang:
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries. CoRR abs/2401.15391 (2024) - [i17]Hanyu Duan, Yi Yang, Kar Yan Tam:
Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States. CoRR abs/2402.09733 (2024) - [i16]Jiaxin Liu, Yi Yang, Kar Yan Tam:
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives. CoRR abs/2403.14341 (2024) - [i15]Zhihao Zhu, Ninglu Shao, Defu Lian, Chenwang Wu, Zheng Liu, Yi Yang, Enhong Chen:
Understanding Privacy Risks of Embeddings Induced by Large Language Models. CoRR abs/2404.16587 (2024) - [i14]Yue Guo, Yi Yang:
Improving Weak-to-Strong Generalization with Reliability-Aware Alignment. CoRR abs/2406.19032 (2024) - [i13]Yue Guo, Yi Yang:
EconNLI: Evaluating Large Language Models on Economics Reasoning. CoRR abs/2407.01212 (2024) - [i12]Yi Yang, Hanyu Duan, Jiaxin Liu, Kar Yan Tam:
LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research. CoRR abs/2409.12722 (2024) - 2023
- [j10]Yi Yang, Kunpeng Zhang, Yangyang Fan:
sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics. Inf. Syst. Res. 34(1): 137-156 (2023) - [j9]Yi Yang, Yu Qin, Yangyang Fan, Zhongju Zhang:
Unlocking the Power of Voice for Financial Risk Prediction: A Theory-Driven Deep Learning Design Approach. MIS Q. 47(1): 63-96 (2023) - [j8]Zhe Tang, Yi Yang, Wen Li, Defu Lian, Lixin Duan:
Deep Cross-Attention Network for Crowdfunding Success Prediction. IEEE Trans. Multim. 25: 1306-1319 (2023) - [c26]Yi He, Wenxin Tai, Fan Zhou, Yi Yang:
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract). AAAI 2023: 16226-16227 - [c25]Yuzhou Mao, Liu Yu, Yi Yang, Fan Zhou, Ting Zhong:
Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract). AAAI 2023: 16280-16281 - [c24]Fan Zhou, Yuzhou Mao, Liu Yu, Yi Yang, Ting Zhong:
Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning. ACL (1) 2023: 4227-4241 - [c23]Yue Guo, Zian Xu, Yi Yang:
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing. EMNLP (Findings) 2023: 815-821 - [c22]Yue Guo, Chenxi Hu, Yi Yang:
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications. EMNLP 2023: 1029-1038 - [c21]Yixuan Tang, Yi Yang, Allen Huang, Andy Tam, Justin Z. Tang:
FinEntity: Entity-level Sentiment Classification for Financial Texts. EMNLP 2023: 15465-15471 - [i11]Yi Yang, Yixuan Tang, Kar Yan Tam:
InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning. CoRR abs/2309.13064 (2023) - [i10]Yixuan Tang, Yi Yang, Allen H. Huang, Andy Tam, Justin Z. Tang:
FinEntity: Entity-level Sentiment Classification for Financial Texts. CoRR abs/2310.12406 (2023) - [i9]Yue Guo, Chenxi Hu, Yi Yang:
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications. CoRR abs/2310.12620 (2023) - [i8]Yue Guo, Zian Xu, Yi Yang:
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing. CoRR abs/2310.12664 (2023) - [i7]Hanyu Duan, Yixuan Tang, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
Exploring the Relationship between In-Context Learning and Instruction Tuning. CoRR abs/2311.10367 (2023) - [i6]Yi Yang, Hanyu Duan, Ahmed Abbasi, John P. Lalor, Kar Yan Tam:
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads. CoRR abs/2311.10395 (2023) - [i5]Zhihao Zhu, Chenwang Wu, Rui Fan, Yi Yang, Defu Lian, Enhong Chen:
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity. CoRR abs/2312.10943 (2023) - [i4]Zhihao Zhu, Rui Fan, Chenwang Wu, Yi Yang, Defu Lian, Enhong Chen:
Model Stealing Attack against Recommender System. CoRR abs/2312.11571 (2023) - 2022
- [j7]Yi Yang, Kunpeng Zhang, Yangyang Fan:
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach. INFORMS J. Comput. 34(1): 522-540 (2022) - [j6]Yi Yang, Ramanath Subramanyam:
Extracting Actionable Insights from Text Data: A Stable Topic Model Approach. MIS Q. 47(3): 923-954 (2022) - [c20]Chengyu Chuang, Yi Yang:
Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models. ACL (2) 2022: 100-105 - [c19]Yue Guo, Yi Yang, Ahmed Abbasi:
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts. ACL (1) 2022: 1012-1023 - [c18]Hanyu Duan, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection. EMNLP (Findings) 2022: 750-764 - [c17]John Lalor, Yi Yang, Kendall Smith, Nicole Forsgren, Ahmed Abbasi:
Benchmarking Intersectional Biases in NLP. NAACL-HLT 2022: 3598-3609 - 2021
- [j5]Fan Zhou, Kunpeng Zhang, Bangying Wu, Yi Yang, Harry Jiannan Wang:
Unifying Online and Offline Preference for Social Link Prediction. INFORMS J. Comput. 33(4): 1400-1418 (2021) - [c16]Hanyu Duan, Yi Yang, Kar Yan Tam:
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph. EMNLP (Findings) 2021: 2597-2602 - [c15]Ahmed Abbasi, David G. Dobolyi, John P. Lalor, Richard G. Netemeyer, Kendall Smith, Yi Yang:
Constructing a Psychometric Testbed for Fair Natural Language Processing. EMNLP (1) 2021: 3748-3758 - [c14]Zhenyu He, Ce Li, Fan Zhou, Yi Yang:
Rumor Detection on Social Media with Event Augmentations. SIGIR 2021: 2020-2024 - 2020
- [c13]Fan Zhou, Shengming Zhang, Yi Yang:
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder. ACL 2020: 846-852 - [c12]Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang:
Interpreting Twitter User Geolocation. ACL 2020: 853-859 - [c11]Xinyi Wang, Yi Yang:
Neural Topic Model with Attention for Supervised Learning. AISTATS 2020: 1147-1156 - [c10]Linyi Yang, Eoin M. Kenny, Tin Lok James Ng, Yi Yang, Barry Smyth, Ruihai Dong:
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification. COLING 2020: 6150-6160 - [i3]Yi Yang, Mark Christopher Siy Uy, Allen Huang:
FinBERT: A Pretrained Language Model for Financial Communications. CoRR abs/2006.08097 (2020) - [i2]Linyi Yang, Eoin M. Kenny, Tin Lok James Ng, Yi Yang, Barry Smyth, Ruihai Dong:
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification. CoRR abs/2010.12512 (2020)
2010 – 2019
- 2019
- [c9]Yu Qin, Yi Yang:
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues. ACL (1) 2019: 390-401 - 2018
- [c8]Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong:
vec2Link: Unifying Heterogeneous Data for Social Link Prediction. CIKM 2018: 1843-1846 - 2016
- [j4]Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara, Yangqiu Song:
The Stability and Usability of Statistical Topic Models. ACM Trans. Interact. Intell. Syst. 6(2): 14:1-14:23 (2016) - [j3]Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary:
Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates. IEEE/ACM Trans. Netw. 24(6): 3856-3869 (2016) - [c7]Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara:
Improving Topic Model Stability for Effective Document Exploration. IJCAI 2016: 4223-4227 - 2015
- [c6]Doug Downey, Chandra Bhagavatula, Yi Yang:
Efficient Methods for Inferring Large Sparse Topic Hierarchies. ACL (1) 2015: 774-784 - [c5]Yi Yang, Doug Downey, Jordan L. Boyd-Graber:
Efficient Methods for Incorporating Knowledge into Topic Models. EMNLP 2015: 308-317 - [c4]Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara:
User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content. IUI 2015: 158-168 - 2014
- [j2]Fei Huang, Arun Ahuja, Doug Downey, Yi Yang, Yuhong Guo, Alexander Yates:
Learning Representations for Weakly Supervised Natural Language Processing Tasks. Comput. Linguistics 40(1): 85-120 (2014) - [j1]Kunpeng Zhang, Yusheng Xie, Yi Yang, Aaron Sun, Hengchang Liu, Alok N. Choudhary:
Incorporating conditional random fields and active learning to improve sentiment identification. Neural Networks 58: 60-67 (2014) - [c3]Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary:
Spam ain't as diverse as it seems: throttling OSN spam with templates underneath. ACSAC 2014: 76-85 - [c2]Kunpeng Zhang, Yi Yang, Aaron Sun, Hengchang Liu:
A Systematic Framework for Sentiment Identification by Modeling User Social Effects. WI-IAT (1) 2014: 172-179 - 2013
- [c1]Yi Yang, Alexander Yates, Doug Downey:
Overcoming the Memory Bottleneck in Distributed Training of Latent Variable Models of Text. HLT-NAACL 2013: 579-584 - [i1]Thanapon Noraset, Chandra Bhagavatula, Yi Yang, Doug Downey:
WebSAIL Wikifier: English Entity Linking at TAC 2013. TAC 2013
Coauthor Index
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