Fan Yang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Rating Prediction

Incorporating Prior Knowledge

Top Venues

Publications

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 (2024)
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) (2024)
Huachi Zhou, Shuang Zhou, Hao Chen, Ninghao Liu, Fan Yang, Xiao Huang
Enhancing Explainable Rating Prediction through Annotated Macro Concepts. ACL (1) (2024)
Zihao Li, Yucheng Shi, Zirui Liu, Fan Yang, Ninghao Liu, Mengnan Du
Quantifying Multilingual Performance of Large Language Models Across Languages. CoRR (2024)
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 (2024)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
CoRTX: Contrastive Framework for Real-time Explanation. ICLR (2023)
Fan Yang, Chunyan Qin, Liangchen Li
Nowhere-zero flows on tensor products of signed graphs. Discret. Math. 346 (7) (2023)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Zirui Liu, Xuanting Cai, Mengnan Du, Xia Hu
Efficient XAI Techniques: A Taxonomic Survey. CoRR (2023)
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) (2023)
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 (2023)
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)
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)
Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Xia Hu
Data-centric AI: Perspectives and Challenges. SDM (2023)
Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Zhimeng Jiang, Shaochen Zhong, Xia Hu
Data-centric Artificial Intelligence: A Survey. CoRR (2023)
Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Xia Hu
Data-centric AI: Perspectives and Challenges. CoRR (2023)
Ruixiang Tang, Ninghao Liu, Fan Yang, Na Zou, Xia Hu
Defense Against Explanation Manipulation. Frontiers Big Data 5 (2022)
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)
Ruixiang Tang, Ninghao Liu, Fan Yang, Na Zou, Xia Hu
Defense Against Explanation Manipulation. CoRR (2021)
Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. CoRR (2021)
Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. SIGKDD Explor. 23 (1) (2021)
Mengnan Du, Fan Yang, Na Zou, Xia Hu
Fairness in Deep Learning: A Computational Perspective. IEEE Intell. Syst. 36 (4) (2021)
Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
Learning credible DNNs via incorporating prior knowledge and model local explanation. Knowl. Inf. Syst. 63 (2) (2021)
Fan Yang, Ninghao Liu, Mengnan Du, Kaixiong Zhou, Shuiwang Ji, Xia Hu
Deep Neural Networks with Knowledge Instillation. SDM (2020)
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 (2020)
Ruixiang Tang, Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks. CoRR (2020)
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)
Ruixiang Tang, Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks. KDD (2020)
Xiao Huang, Qingquan Song, Fan Yang, Xia Hu
Large-Scale Heterogeneous Feature Embedding. AAAI (2019)
Fan Yang, Zijian Zhang, Haofan Wang, Yuening Li, Xia Hu
XDeep: An Interpretation Tool for Deep Neural Networks. CoRR (2019)
Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
Learning Credible Deep Neural Networks with Rationale Regularization. ICDM (2019)
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 (2019)
Fan Yang, Mengnan Du, Xia Hu
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning. CoRR (2019)
Mengnan Du, Ninghao Liu, Fan Yang, Shuiwang Ji, Xia Hu
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition. CoRR (2019)
Haofan Wang, Mengnan Du, Fan Yang, Zijian Zhang
Score-CAM: Improved Visual Explanations Via Score-Weighted Class Activation Mapping. CoRR (2019)
Mengnan Du, Fan Yang, Na Zou, Xia Hu
Fairness in Deep Learning: A Computational Perspective. CoRR (2019)
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)
Zijian Zhang, Fan Yang, Haofan Wang, Xia Hu
Contextual Local Explanation for Black Box Classifiers. CoRR (2019)
Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
Learning Credible Deep Neural Networks with Rationale Regularization. CoRR (2019)
Mengnan Du, Ninghao Liu, Fan Yang, Shuiwang Ji, Xia Hu
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition. WWW (2019)
Fan Yang, Ninghao Liu, Suhang Wang, Xia Hu
Towards Interpretation of Recommender Systems with Sorted Explanation Paths. ICDM (2018)
Xi Zhang, Fan Yang
Spectrum utility driven WiFi offloading over NOMA-based cellular network edges. CISS (2017)
Xi Zhang, Fan Yang
Joint Bandwidth and Power Allocation for Energy Efficiency Optimization over Heterogeneous LTE#x002F;WiFi Multi-Homing Networks. WCNC (2017)
Fan Yang, Xi Zhang
Distributed Optimal Green Power Allocation for D2D Based Cellular Networks with Long-Term QoS Constraint. GLOBECOM (2016)
Fan Yang, Xi Zhang
Performance Modeling for Smart Grid Networks over Impulsive Bandpass AWSalphaSN Channels. GLOBECOM (2016)
Fan Yang, Xi Zhang
SER Analysis of OFDM-Based Power-Line Communications under the Impulsive Nature of Alpha-Stable Background Noise. GLOBECOM (2015)
Fan Yang, Xi Zhang
Adaptive transmission of VoIP packets using TTI bundling in LTE uplink. CISS (2014)
Fan Yang, Xi Zhang
Sharpening timing-metrics for auto-correlation based coarse symbol synchronization in OFDM systems. ICC (2014)
Fan Yang, Xi Zhang
Efficient packet detection for D2D power-saving communications over mobile wireless cellular networks. GLOBECOM (2014)
Fan Yang, Xi Zhang
BER and SER analyses for M-ary modulation schemes under symmetric alpha-stable noise. GLOBECOM (2014)
Fan Yang, Xi Zhang
User-oriented FEC decoding scheme for wireless sensor networks with star topologies. CISS (2013)
Fan Yang, Xi Zhang, Wei Yu, Genshe Chen
Coarse symbol timing for OFDM systems by ranking preamble cross-correlations. CISS (2013)
Fan Yang, Xi Zhang, Jingsong Leng
A novel preamble-based robust coarse symbol timing estimators for OFDM systems. CISS (2013)
Fan Yang, Xi Zhang
Robust Time-Domain Fine Symbol Synchronization for OFDM-Based Packet Transmission Using CAZAC Preamble. MILCOM (2013)
Fan Yang, Xi Zhang, Zhong-pei Zhang
Time-domain preamble-based SNR estimation for OFDM systems in doubly selective channels. MILCOM (2012)
Fan Yang, Xi Zhang, Zhong-pei Zhang
Coarse frame synchronization for OFDM systems using SNR estimation. GLOBECOM (2012)