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ORCIDFan Yang 0023
Person information
- affiliation: Wake Forest University, Department of Computer Science, Winston-Salem, NC, USA
- affiliation (PhD 2023): Rice University, Houston, TX, USA
- affiliation (former): Texas A&M University, Department of Electrical and Computer Engineering, Networking and Information Systems Laboratory, College Station, TX, USA
- affiliation (former): University of Electronic Science and Technology of China, School of Communication and Information Engineering, Chengdu, China
Other persons with the same name
- Fan Yang — disambiguation page
- Fan Yang 0001
![[0000-0003-2164-8175]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-2164-8175")
— Fudan University, State Key Lab of ASIC & System, School of Microelectronics, Shanghai, China - Fan Yang 0002 — Cornell University, Ithaca, NY, USA
- Fan Yang 0003 — FernUniversität Hagen, Faculty of Mathematics and Computer Science, Germany (and 1 more)
- Fan Yang 0004 — Utrecht University, The Netherlands (and 2 more)
- Fan Yang 0005 — Tsinghua University, Department of Automation, Beijing, China (and 1 more)
- Fan Yang 0006 — Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Clear Water Bay, Hong Kong
- Fan Yang 0007 — Beihang University, School of Biological Science and Medical Engineering, Beijing, China
- Fan Yang 0008 — Tongji University, School of Aerospace Engineering and Applied Mechanics, Shanghai, China (and 1 more)
- Fan Yang 0009 — Zhejiang Sci-Tech University, Department of Mathematics, Hangzhou, China
- Fan Yang 0010 — Xiamen University, Department of Automation, China
- Fan Yang 0011 — Huangshan University, School of Information and Engineering, Huangshan City, China
- Fan Yang 0012 — Southeast University, Instrument and Meter Engineering, Nanjing, China
- Fan Yang 0013 — New York University Shanghai, Economics Area, China (and 1 more)
- Fan Yang 0014 — Nantong University, School of Geographical Sciences, China (and 1 more)
- Fan Yang 0015 — University of Chicago, Department of Computer Science, IL, USA
- Fan Yang 0016 — University of Maryland, College Park, MD, USA
- Fan Yang 0017 — University of Paris-Saclay, France
- Fan Yang 0018 — University of Birmingham, UK
- Fan Yang 0019 — University Bourgogne Franche-Comté, CNRS, Arts et Métiers, Dijon, France (and 1 more)
- Fan Yang 0020 — Space Engineering University, Beijing, China
- Fan Yang 0021 — Chongqing University, College of Communication Engineering, Chongqing Engineering Laboratory of High Performance Integrated Circuits, China
- Fan Yang 0022 — Nuance Communications, Inc. (and 1 more)
- Fan Yang 0024 — Microsoft Research Asia, Beijing, China (and 1 more)
- Fan Yang 0025 — Wuhan University of Science and Technology, City College, China (and 1 more)
- Fan Yang 0026 — Lanzhou University of Technology, School of Science, China (and 1 more)
- Fan Yang 0027 — Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China (and 2 more)
- Fan Yang 0028 — Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, China (and 1 more)
- Fan Yang 0029 — China University of Geosciences Beijing, School of Earth Sciences and Resources, China (and 1 more)
- Fan Yang 0030 — Huaqiao University, College of Mechanical Engineering and Automation, Xiamen, China (and 1 more)
- Fan Yang 0031 — Chongqing University of Technology, School of Electrical and Electronic Engineering, China
- Fan Yang 0032 — Nara Institute of Science and Technology, Division of Information Science, Japan
- Fan Yang 0033 — Xi'an Jiaotong University, China (and 2 more)
- Fan Yang 0034 — Zhongnan University of Economics and Law, School of Information and Safety Engineering, Wuhan, China (and 1 more)
- Fan Yang 0035 — Temple University, Department of Computer and Information Sciences, Philadelphia, PA, USA
- Fan Yang 0036 — Beijing Jiaotong University, School of Electronic and Information Engineering, China
- Fan Yang 0037 — Hubei Technology of University, School of Computer Science, Wuhan, China
- Fan Yang 0038 — University of Tokyo, Japan
- Fan Yang 0039 — Jiangxi University of Finance and Economics, School of Software and Internet of Things Engineering, Nanchang, China
- Fan Yang 0040 — Northwestern Polytechnical University, School of Computer Science and Engineering, Xi'an, China
- Fan Yang 0041 — Nanjing University of Aeronautics and Astronautics, College of Aerospace Engineering / State Key Laboratory of Mechanics and Control of Mechanical Structures, China (and 1 more)
- Fan Yang 0042 — Jiangxi Science and Technology Normal University, School of Communications and Electronics, Nanchang, China
- Fan Yang 0043 — Xiamen University, School of Informatics, China
- Fan Yang 0044 — Central South University of Forestry and Technology, School of Computer and Information Engineering, Changsha, China (and 1 more)
- Fan Yang 0045 — Chongqing University, School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment and System Security and New Technology, China
- Fan Yang 0046 — Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, China
- Fan Yang 0047 — Beijing University of Posts and Telecommunications, MoE Key Laboratory of Universal Wireless Communications, China
- Fan Yang 0048 — Xi'an University of Posts and Telecommunications, School of Communication and Information, China
- Fan Yang 0049 — Chinese Academy of Science, Institute of Computing Technology, Beijing, China
- Fan Yang 0050 — Monash University, Faculty of Business and Economics, Melbourne, VIC, Australia
- Fan Yang 0051 — imec-DistriNet, KU Leuven, Belgium
- Fan Yang 0052 — State Grid Hubei Electric Power Company, Electric Power Research Institute, Wuhan, China
- Fan Yang 0053 — Peking University, National Engineering Laboratory for Video Technology, Beijing, China
- Fan Yang 0054 — Inception Institute of Artificial Intelligence, Abu Dhabi, UAE (and 2 more)
- Fan Yang 0055 — University of British Columbia, School of Engineering, Kelowna, BC, Canada (and 1 more)
- Fan Yang 0056 — Southeast University, School of Information Science and Engineering, National Mobile Communications Research Laboratory, Nanjing, China (and 1 more)
- Fan Yang 0057 — State University of New York at Buffalo, NY, USA
- Fan Yang 0058 — Carnegie Mellon University, Pittsburgh, PA, USA
- Fan Yang 0059 — DeepCode Robotics Co. Ltd. (and 1 more)
- Fan Yang 0060 — Avago Technologies, San Jose, CA, USA (and 2 more)
- Fan Yang 0061 — Wuhan University, LIEMARS, China
- Fan Yang 0062 — Beihang University, College of Software, Beijing, China
- Fan Yang 0063 — Hefei University of Technology, School of Computer and Information, China
- Fan Yang 0064 — Southwest University, College of Electronic and Information Engineering, Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, Chongqing, China
- Fan Yang 0065 — Guangxi University of Science and Technology, School of Computer Science and Communication Engineering, Liuzhou, China (and 1 more)
- Fan Yang 0066 — Hebei University of Technology, School of Electronic and Information Engineering, China
- Fan Yang 0067 — Jiangsu Normal University, School of Mathematics and Statistics, Xuzhou, China (and 1 more)
- Fan Yang 0068 — Shandong University, Cheeloo College of Medicine, School of Public Health, Department of Epidemiology and Biostatistics, Jinan, China
- Fan Yang 0069 — University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China (and 1 more)
- Fan Yang 0070 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China
- Fan Yang 0071 — Nanjing University of Finance and Economics, College of Information Engineering, China
- Fan Yang 0072 — Beijing University of Posts and Telecommunications, MOE Key Laboratory of Universal Wireless Communications, China
- Fan Yang 0073 — Southwest Petroleum University, School of Electrical Engineering and Information, Chengdu, China
- Fan Yang 0074 — Jiangsu University of Science and Technology, Department of Mathematics and Physics, Zhenjiang, China (and 1 more)
- Fan Yang 0075 — University of Houston, Department of Computer Science, TX, USA
- Fan Yang 0076 — eBay Inc., San Jose, CA, USA
- Fan Yang 0077 — Peking University, Institute of Microelectronics, MOE Key Laboratory of Microelectronic Devices and Circuits, Beijing, China
- Fan Yang 0078 — Beijing University of Posts and Telecommunications, Pattern Recognition and Intelligent Vision Laboratory, China
- Fan Yang 0079 — Beihang University, School of Reliability and Systems Engineering, Science and Technology on Reliability and Environmental Engineering Laboratory, Beijing, China
- Fan Yang 0080 — Carnegie Mellon University, PA, USA
- Fan Yang 0081 — Tencent AI Lab
- Fan Yang 0082 — South China University of Technology, Guangzhou, China
- Fan Yang 0083 — Tsinghua University, School of Software, Beijing, China
- Fan Yang 0084 — Amazon.com
- Fan Yang 0085 — Shandong University, Data Science Institute, School of Mathematics, Jinan, China
- Fan Yang 0086 — Tsinghua University, Department of Electronic Engineering, Shenzhen International Graduate School, China
- Fan Yang 0087 — Meituan-Dianping Group, Beijing, China (and 1 more)
- Fan Yang 0088 — Huazhong University of Science and Technology, HUST, School of Artificial Intelligence and Automation, Wuhan, Hubei, China
- Fan Yang 0089 — SenseTime Research
- Fan Yang 0090 — University of Illinois Urbana-Champaign, IL, USA
- Fan Yang 0091 — Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
- Fan Yang 0092 — ETH Zurich, Robotic Systems Lab, Switzerland (and 1 more)
- Fan Yang 0093 — Nankai University, Tianjin, China
- Fan Yang 0094 — KuaiShou Inc., Beijing, China
- Fan Yang 0095 — University of Technology Sydney, Australia
- Fan Yang 0096 — CAS, Institute of Computing Technology, Beijing, China (and 1 more)
- Fan Yang 0097 — University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China (and 1 more)
- Fan Yang 0098 — Beijing Institute of Technology, School of Mechanical Engineering, China
- Fan Yang 0099 — Harbin University of Science and Technology, Electrical and Electronic Engineering Department, China (and 1 more)
Other persons with a similar name
- Yang Fan Chiang
- Yang Fan
- Yang-Hang Fan
- Yang-Hsin Fan
- Fengfan Yang (aka: Feng-fan Yang)
- HaoFan Yang (aka: Hao-Fan Yang) — La Trobe University, Department of Computer Science and Information Technology, Melbourne, VIC, Australia (and 1 more)
- Qi-Fan Yang
- Yifan Yang (aka: Yi-Fan Yang) — disambiguation page
- Shys-Fan Yang-Mao
- Fan Yang-Turner
- show all similar names
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2020 – today
- 2024
[j9]Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du:
Explainability for Large Language Models: A Survey. ACM Trans. Intell. Syst. Technol. 15(2): 20:1-20:38 (2024)- [c23]Huachi Zhou, Shuang Zhou, Hao Chen, Ninghao Liu, Fan Yang, Xiao Huang:
Enhancing Explainable Rating Prediction through Annotated Macro Concepts. ACL (1) 2024: 11736-11748 - [c22]Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu:
TVE: Learning Meta-attribution for Transferable Vision Explainer. ICML 2024 - [i35]Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Ruixiang Tang, Fan Yang, Mengnan Du, Xuanting Cai, Xia Hu:
Large Language Models As Faithful Explainers. CoRR abs/2402.04678 (2024) - [i34]Haiyan Zhao, Fan Yang, Himabindu Lakkaraju, Mengnan Du:
Opening the Black Box of Large Language Models: Two Views on Holistic Interpretability. CoRR abs/2402.10688 (2024) - [i33]Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu:
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era. CoRR abs/2403.08946 (2024) - [i32]Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? CoRR abs/2404.07066 (2024) - [i31]Zihao Li, Yucheng Shi, Zirui Liu, Fan Yang, Ninghao Liu, Mengnan Du:
Quantifying Multilingual Performance of Large Language Models Across Languages. CoRR abs/2404.11553 (2024) - [i30]Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Zihao Zhou, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Kaize Ding, Fan Yang, Ruixiang Tang, Yongfeng Zhang:
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. CoRR abs/2407.11282 (2024) - [i29]Debashis Gupta, Aditi Golder, Luis Fernendez, Miles Silman, Greg Lersen, Fan Yang, Robert J. Plemmons, Sarra M. Alqahtani, Victor Paúl Pauca:
ASGM-KG: Unveiling Alluvial Gold Mining Through Knowledge Graphs. CoRR abs/2408.08972 (2024) - [i28]Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du:
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution. CoRR abs/2410.00153 (2024) - [i27]Kangning Cui, Wei Tang, Rongkun Zhu, Manqi Wang, Gregory D. Larsen, Victor P. Pauca, Sarra M. Alqahtani, Fan Yang, David Segurado, Paul Fine, Jordan Karubian, Raymond H. Chan, Robert J. Plemmons, Jean-Michel Morel, Miles R. Silman:
Real-Time Localization and Bimodal Point Pattern Analysis of Palms Using UAV Imagery. CoRR abs/2410.11124 (2024) - 2023
- [j8]Fan Yang, Chunyan Qin, Liangchen Li:
Nowhere-zero flows on tensor products of signed graphs. Discret. Math. 346(7): 113389 (2023) - [j7]Ruixiang Tang, Qizhang Feng, Ninghao Liu, Fan Yang, Xia Hu:
Did You Train on My Dataset? Towards Public Dataset Protection with CleanLabel Backdoor Watermarking. SIGKDD Explor. 25(1): 43-53 (2023) - [c21]Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu:
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CIKM 2023: 5021-5025 - [c20]Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu:
CoRTX: Contrastive Framework for Real-time Explanation. ICLR 2023 - [c19]Daochen Zha, Kwei-Herng Lai, Fan Yang, Na Zou, Huiji Gao, Xia Hu:
Data-centric AI: Techniques and Future Perspectives. KDD 2023: 5839-5840 - [c18]Kaixiong Zhou, Soo-Hyun Choi, Zirui Liu, Ninghao Liu, Fan Yang, Rui Chen, Li Li, Xia Hu:
Adaptive Label Smoothing To Regularize Large-Scale Graph Training. SDM 2023: 55-63 - [c17]Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Xia Hu:
Data-centric AI: Perspectives and Challenges. SDM 2023: 945-948 - [i26]Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Xia Hu:
Data-centric AI: Perspectives and Challenges. CoRR abs/2301.04819 (2023) - [i25]Yu-Neng Chuang, Guanchu Wang, Fan Yang, Zirui Liu, Xuanting Cai, Mengnan Du, Xia Ben Hu:
Efficient XAI Techniques: A Taxonomic Survey. CoRR abs/2302.03225 (2023) - [i24]Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu:
CoRTX: Contrastive Framework for Real-time Explanation. CoRR abs/2303.02794 (2023) - [i23]Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Zhimeng Jiang, Shaochen Zhong, Xia Hu:
Data-centric Artificial Intelligence: A Survey. CoRR abs/2303.10158 (2023) - [i22]Ruixiang Tang, Qizhang Feng, Ninghao Liu, Fan Yang, Xia Hu:
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking. CoRR abs/2303.11470 (2023) - [i21]Qizhang Feng, Ninghao Liu, Fan Yang, Ruixiang Tang, Mengnan Du, Xia Hu:
DEGREE: Decomposition Based Explanation For Graph Neural Networks. CoRR abs/2305.12895 (2023) - [i20]Ziqi Zhao, Yucheng Shi, Shushan Wu, Fan Yang, Wenzhan Song, Ninghao Liu:
Interpretation of Time-Series Deep Models: A Survey. CoRR abs/2305.14582 (2023) - [i19]Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du:
Explainability for Large Language Models: A Survey. CoRR abs/2309.01029 (2023) - [i18]Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu:
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR abs/2309.01808 (2023) - [i17]Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu:
LETA: Learning Transferable Attribution for Generic Vision Explainer. CoRR abs/2312.15359 (2023) - 2022
- [j6]Ruixiang Tang, Ninghao Liu, Fan Yang, Na Zou, Xia Hu:
Defense Against Explanation Manipulation. Frontiers Big Data 5: 704203 (2022) - [c16]Qizhang Feng, Ninghao Liu, Fan Yang, Ruixiang Tang, Mengnan Du, Xia Hu:
DEGREE: Decomposition Based Explanation for Graph Neural Networks. ICLR 2022 - [c15]Zhimeng Jiang, Xiaotian Han, Chao Fan, Fan Yang, Ali Mostafavi, Xia Hu:
Generalized Demographic Parity for Group Fairness. ICLR 2022 - [c14]Zirui Liu, Kaixiong Zhou, Fan Yang, Li Li, Rui Chen, Xia Hu:
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression. ICLR 2022 - [c13]Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu:
Accelerating Shapley Explanation via Contributive Cooperator Selection. ICML 2022: 22576-22590 - [i16]Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu:
Accelerating Shapley Explanation via Contributive Cooperator Selection. CoRR abs/2206.08529 (2022) - [i15]Fan Yang, Qizhang Feng, Kaixiong Zhou, Jiahao Chen, Xia Hu:
Differentially Private Counterfactuals via Functional Mechanism. CoRR abs/2208.02878 (2022) - 2021
- [j5]Mengnan Du, Fan Yang, Na Zou, Xia Hu:
Fairness in Deep Learning: A Computational Perspective. IEEE Intell. Syst. 36(4): 25-34 (2021) - [j4]Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
Learning credible DNNs via incorporating prior knowledge and model local explanation. Knowl. Inf. Syst. 63(2): 305-332 (2021) - [j3]Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu:
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. SIGKDD Explor. 23(1): 59-68 (2021) - [c12]Sina Mohseni, Fan Yang, Shiva K. Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric D. Ragan:
Machine Learning Explanations to Prevent Overtrust in Fake News Detection. ICWSM 2021: 421-431 - [c11]Fan Yang, Sahan Suresh Alva, Jiahao Chen, Xia Hu:
Model-Based Counterfactual Synthesizer for Interpretation. KDD 2021: 1964-1974 - [i14]Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu:
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. CoRR abs/2101.06930 (2021) - [i13]Fan Yang, Sahan Suresh Alva, Jiahao Chen, Xia Hu:
Model-Based Counterfactual Synthesizer for Interpretation. CoRR abs/2106.08971 (2021) - [i12]Kaixiong Zhou, Ninghao Liu, Fan Yang, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu:
Adaptive Label Smoothing To Regularize Large-Scale Graph Training. CoRR abs/2108.13555 (2021) - [i11]Ruixiang Tang, Ninghao Liu, Fan Yang, Na Zou, Xia Hu:
Defense Against Explanation Manipulation. CoRR abs/2111.04303 (2021) - 2020
- [c10]Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu:
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. CVPR Workshops 2020: 111-119 - [c9]Ruixiang Tang, Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks. KDD 2020: 218-228 - [c8]Fan Yang, Ninghao Liu, Mengnan Du, Kaixiong Zhou, Shuiwang Ji, Xia Hu:
Deep Neural Networks with Knowledge Instillation. SDM 2020: 370-378 - [i10]Ruixiang Tang, Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks. CoRR abs/2006.08131 (2020) - [i9]Sina Mohseni, Fan Yang, Shiva K. Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric D. Ragan:
Machine Learning Explanations to Prevent Overtrust in Fake News Detection. CoRR abs/2007.12358 (2020)
2010 – 2019
- 2019
- [c7]Xiao Huang, Qingquan Song, Fan Yang, Xia Hu:
Large-Scale Heterogeneous Feature Embedding. AAAI 2019: 3878-3885 - [c6]Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
Learning Credible Deep Neural Networks with Rationale Regularization. ICDM 2019: 150-159 - [c5]Mengnan Du, Ninghao Liu, Fan Yang, Shuiwang Ji, Xia Hu:
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition. WWW 2019: 383-393 - [c4]Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu:
XFake: Explainable Fake News Detector with Visualizations. WWW 2019: 3600-3604 - [i8]Mengnan Du, Ninghao Liu, Fan Yang, Shuiwang Ji, Xia Hu:
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition. CoRR abs/1903.11245 (2019) - [i7]Fan Yang, Mengnan Du, Xia Hu:
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning. CoRR abs/1907.06831 (2019) - [i6]Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu:
XFake: Explainable Fake News Detector with Visualizations. CoRR abs/1907.07757 (2019) - [i5]Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
Learning Credible Deep Neural Networks with Rationale Regularization. CoRR abs/1908.05601 (2019) - [i4]Mengnan Du, Fan Yang, Na Zou, Xia Hu:
Fairness in Deep Learning: A Computational Perspective. CoRR abs/1908.08843 (2019) - [i3]Zijian Zhang, Fan Yang, Haofan Wang, Xia Hu:
Contextual Local Explanation for Black Box Classifiers. CoRR abs/1910.00768 (2019) - [i2]Haofan Wang, Mengnan Du, Fan Yang, Zijian Zhang:
Score-CAM: Improved Visual Explanations Via Score-Weighted Class Activation Mapping. CoRR abs/1910.01279 (2019) - [i1]Fan Yang, Zijian Zhang, Haofan Wang, Yuening Li, Xia Hu:
XDeep: An Interpretation Tool for Deep Neural Networks. CoRR abs/1911.01005 (2019) - 2018
- [c3]Fan Yang, Ninghao Liu, Suhang Wang, Xia Hu:
Towards Interpretation of Recommender Systems with Sorted Explanation Paths. ICDM 2018: 667-676 - 2016
- [j2]Fan Yang, Qinghai Yang, Kyung Sup Kwak:
Energy-Efficient Resource Allocation for Multi-Radio Access in Dynamic and Heterogeneous Wireless Networks. IEICE Trans. Commun. 99-B(6): 1386-1394 (2016) - 2015
- [j1]Fan Yang, Qinghai Yang, Kyung Sup Kwak, Fenglin Fu:
A QoE-based Joint Bandwidth and Power Allocation Method for Multiple RATs in HetNets. ICT Express 1(1): 39-43 (2015) - [c2]Fan Yang, Qinghai Yang, Qingsu He, Kyung Sup Kwak:
Dynamic resource allocation for energy-efficiency maximization in heterogeneous wireless networks. WCSP 2015: 1-5 - 2014
- [c1]Fan Yang, Qinghai Yang, Fenglin Fu, Kyung Sup Kwak:
A QoE-based resource allocation scheme for multi-radio access in heterogeneous wireless network. ISCIT 2014: 264-268
Coauthor Index
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