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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
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Journal Articles
- 2024
[j7]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)- 2023
- [j6]Fan Yang, Chunyan Qin, Liangchen Li:
Nowhere-zero flows on tensor products of signed graphs. Discret. Math. 346(7): 113389 (2023) - [j5]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) - 2022
- [j4]Ruixiang Tang, Ninghao Liu, Fan Yang, Na Zou, Xia Hu:
Defense Against Explanation Manipulation. Frontiers Big Data 5: 704203 (2022) - 2021
- [j3]Mengnan Du, Fan Yang, Na Zou, Xia Hu:
Fairness in Deep Learning: A Computational Perspective. IEEE Intell. Syst. 36(4): 25-34 (2021) - [j2]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) - [j1]Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu:
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. SIGKDD Explor. 23(1): 59-68 (2021)
Conference and Workshop Papers
- 2024
- [c38]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 - 2023
- [c37]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 - [c36]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 - [c35]Daochen Zha, Kwei-Herng Lai, Fan Yang, Na Zou, Huiji Gao, Xia Hu:
Data-centric AI: Techniques and Future Perspectives. KDD 2023: 5839-5840 - [c34]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 - [c33]Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Xia Hu:
Data-centric AI: Perspectives and Challenges. SDM 2023: 945-948 - 2022
- [c32]Qizhang Feng, Ninghao Liu, Fan Yang, Ruixiang Tang, Mengnan Du, Xia Hu:
DEGREE: Decomposition Based Explanation for Graph Neural Networks. ICLR 2022 - [c31]Zhimeng Jiang, Xiaotian Han, Chao Fan, Fan Yang, Ali Mostafavi, Xia Hu:
Generalized Demographic Parity for Group Fairness. ICLR 2022 - [c30]Zirui Liu, Kaixiong Zhou, Fan Yang, Li Li, Rui Chen, Xia Hu:
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression. ICLR 2022 - [c29]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 - 2021
- [c28]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 - [c27]Fan Yang, Sahan Suresh Alva, Jiahao Chen, Xia Hu:
Model-Based Counterfactual Synthesizer for Interpretation. KDD 2021: 1964-1974 - 2020
- [c26]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 - [c25]Fan Yang, Xi Zhang:
Robust Symbol-Synchronization for OFDM Smart-Grid Wireless Neighborhood Area Networks With SαS Noise. GLOBECOM 2020: 1-6 - [c24]Fan Yang, Xi Zhang, Shi Chen:
Multi-Laser Based Cooperative Scanning for AUV Acquisition Over UWOC Networks. GLOBECOM 2020: 1-6 - [c23]Fan Yang, Xi Zhang:
Performance Analysis for OFDM Smart-Grid Networks Under AWSαSN with Imperfect Synchronization. ICC 2020: 1-6 - [c22]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 - [c21]Fan Yang, Ninghao Liu, Mengnan Du, Kaixiong Zhou, Shuiwang Ji, Xia Hu:
Deep Neural Networks with Knowledge Instillation. SDM 2020: 370-378 - 2019
- [c20]Xiao Huang, Qingquan Song, Fan Yang, Xia Hu:
Large-Scale Heterogeneous Feature Embedding. AAAI 2019: 3878-3885 - [c19]Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu:
Learning Credible Deep Neural Networks with Rationale Regularization. ICDM 2019: 150-159 - [c18]Mengnan Du, Ninghao Liu, Fan Yang, Shuiwang Ji, Xia Hu:
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition. WWW 2019: 383-393 - [c17]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 - 2018
- [c16]Fan Yang, Ninghao Liu, Suhang Wang, Xia Hu:
Towards Interpretation of Recommender Systems with Sorted Explanation Paths. ICDM 2018: 667-676 - 2017
- [c15]Xi Zhang, Fan Yang:
Spectrum utility driven WiFi offloading over NOMA-based cellular network edges. CISS 2017: 1-6 - [c14]Xi Zhang, Fan Yang:
Joint Bandwidth and Power Allocation for Energy Efficiency Optimization over Heterogeneous LTE#x002F;WiFi Multi-Homing Networks. WCNC 2017: 1-6 - 2016
- [c13]Fan Yang, Xi Zhang:
Distributed Optimal Green Power Allocation for D2D Based Cellular Networks with Long-Term QoS Constraint. GLOBECOM 2016: 1-6 - [c12]Fan Yang, Xi Zhang:
Performance Modeling for Smart Grid Networks over Impulsive Bandpass AWSalphaSN Channels. GLOBECOM 2016: 1-6 - 2015
- [c11]Fan Yang, Xi Zhang:
SER Analysis of OFDM-Based Power-Line Communications under the Impulsive Nature of Alpha-Stable Background Noise. GLOBECOM 2015: 1-6 - 2014
- [c10]Fan Yang, Xi Zhang:
Adaptive transmission of VoIP packets using TTI bundling in LTE uplink. CISS 2014: 1-5 - [c9]Fan Yang, Xi Zhang:
Efficient packet detection for D2D power-saving communications over mobile wireless cellular networks. GLOBECOM 2014: 2492-2497 - [c8]Fan Yang, Xi Zhang:
BER and SER analyses for M-ary modulation schemes under symmetric alpha-stable noise. GLOBECOM 2014: 3983-3988 - [c7]Fan Yang, Xi Zhang:
Sharpening timing-metrics for auto-correlation based coarse symbol synchronization in OFDM systems. ICC 2014: 2227-2232 - 2013
- [c6]Fan Yang, Xi Zhang:
User-oriented FEC decoding scheme for wireless sensor networks with star topologies. CISS 2013: 1-5 - [c5]Fan Yang, Xi Zhang, Jingsong Leng:
A novel preamble-based robust coarse symbol timing estimators for OFDM systems. CISS 2013: 1-5 - [c4]Fan Yang, Xi Zhang, Wei Yu, Genshe Chen:
Coarse symbol timing for OFDM systems by ranking preamble cross-correlations. CISS 2013: 1-6 - [c3]Fan Yang, Xi Zhang:
Robust Time-Domain Fine Symbol Synchronization for OFDM-Based Packet Transmission Using CAZAC Preamble. MILCOM 2013: 436-440 - 2012
- [c2]Fan Yang, Xi Zhang, Zhong-Pei Zhang:
Coarse frame synchronization for OFDM systems using SNR estimation. GLOBECOM 2012: 3965-3969 - [c1]Fan Yang, Xi Zhang, Zhong-Pei Zhang:
Time-domain preamble-based SNR estimation for OFDM systems in doubly selective channels. MILCOM 2012: 1-5
Informal and Other Publications
- 2024
- [i32]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) - [i31]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) - [i30]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) - [i29]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) - [i28]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) - [i27]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) - 2023
- [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
- [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
- [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
- [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) - 2019
- [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)
Coauthor Index
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