Fan Yin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 46

Top Topics

Bayesian Nonparametric

Cellular Automata Model

Top Venues

Publications

Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. CoRR (2024)
Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng
Prompt-Driven LLM Safeguarding via Directed Representation Optimization. CoRR (2024)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. ACL (Findings) (2024)
Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller. CoRR (2024)
Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. CoRR (2024)
Zhouxing Shi, Yihan Wang, Fan Yin, Xiangning Chen, Kai-Wei Chang, Cho-Jui Hsieh
Red Teaming Language Model Detectors with Language Models. Trans. Assoc. Comput. Linguistics 12 (2024)
Mohsen Fayyaz, Fan Yin, Jiao Sun, Nanyun Peng
Evaluating Human Alignment and Model Faithfulness of LLM Rationale. CoRR (2024)
Yihe Deng, Pan Lu, Fan Yin, Ziniu Hu, Sheng Shen, James Zou, Kai-Wei Chang, Wei Wang
Enhancing Large Vision Language Models with Self-Training on Image Comprehension. CoRR (2024)
Fan Yin, Jayanth Srinivasa, Kai-Wei Chang
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension. CoRR (2024)
Fan Yin, Guanyu Hu, Weining Shen
Analysis of Professional Basketball Field Goal Attempts via a Bayesian Matrix Clustering Approach. J. Comput. Graph. Stat. 32 (1) (2023)
Chenghao Yang, Fan Yin, He He, Kai-Wei Chang, Xiaofei Ma, Bing Xiang
Efficient Shapley Values Estimation by Amortization for Text Classification. CoRR (2023)
Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning. CoRR (2023)
Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation. CoRR (2023)
Chenghao Yang, Fan Yin, He He, Kai-Wei Chang, Xiaofei Ma, Bing Xiang
Efficient Shapley Values Estimation by Amortization for Text Classification. ACL (1) (2023)
Hammaad Adam, Fan Yin, Huibin Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. NeurIPS (2023)
Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. EMNLP (2023)
Hritik Bansal, Fan Yin, Nishad Singhi, Aditya Grover, Yu Yang, Kai-Wei Chang
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning. ICCV (2023)
Zhouxing Shi, Yihan Wang, Fan Yin, Xiangning Chen, Kai-Wei Chang, Cho-Jui Hsieh
Red Teaming Language Model Detectors with Language Models. CoRR (2023)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. CoRR (2023)
Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. CoRR (2023)
Hammaad Adam, Fan Yin, Mary Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. CoRR (2023)
Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation. EMNLP (2023)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. ACL (1) (2023)
Fan Yin, Jieying Jiao, Jun Yan, Guanyu Hu
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations. ICML (2022)
Yandong Zheng, Rongxing Lu, Jun Shao, Fan Yin, Hui Zhu
Achieving Practical Symmetric Searchable Encryption With Search Pattern Privacy Over Cloud. IEEE Trans. Serv. Comput. 15 (3) (2022)
Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang
On the Sensitivity and Stability of Model Interpretations in NLP. ACL (1) (2022)
Fan Yin, Yao Li, Cho-Jui Hsieh, Kai-Wei Chang
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation. EMNLP (2022)
Xue Yang, Rongxing Lu, Kim-Kwang Raymond Choo, Fan Yin, Xiaohu Tang
Achieving Efficient and Privacy-Preserving Cross-Domain Big Data Deduplication in Cloud. IEEE Trans. Big Data 8 (1) (2022)
Hui Zhu, Fan Yin, Shuangrong Peng, Xiaohu Tang
Differentially private hierarchical tree with high efficiency. Comput. Secur. 118 (2022)
Junwei Zeng, Yongsheng Qian, Fan Yin, Leipeng Zhu, Dejie Xu
A multi-value cellular automata model for multi-lane traffic flow under lagrange coordinate. Comput. Math. Organ. Theory 28 (2) (2022)
Fan Yin, Yao Li, Cho-Jui Hsieh, Kai-Wei Chang
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation. CoRR (2022)
Fan Yin, Rongxing Lu, Yandong Zheng, Jun Shao, Xue Yang, Xiaohu Tang
Achieve Efficient Position-Heap-based Privacy-Preserving Substring-of-Keyword Query over Cloud. CoRR (2021)
Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang
On the Faithfulness Measurements for Model Interpretations. CoRR (2021)
Fan Yin, Rongxing Lu, Yandong Zheng, Jun Shao, Xue Yang, Xiaohu Tang
Achieve efficient position-heap-based privacy-preserving substring-of-keyword query over cloud. Comput. Secur. 110 (2021)
Fan Yin, Carter T. Butts
Highly Scalable Maximum Likelihood and Conjugate Bayesian Inference for ERGMs on Graph Sets with Equivalent Vertices. CoRR (2021)
Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang
On the Robustness of Language Encoders against Grammatical Errors. ACL (2020)
Loring J. Thomas, Peng Huang, Fan Yin, Xiaoshuang Iris Luo, Zack W. Almquist, John R. Hipp, Carter T. Butts
Spatial Heterogeneity Can Lead to Substantial Local Variations in COVID-19 Timing and Severity. CoRR (2020)
Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang
On the Robustness of Language Encoders against Grammatical Errors. CoRR (2020)
Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li
Entity-Relation Extraction as Multi-Turn Question Answering. CoRR (2019)
Fan Yin, Yandong Zheng, Rongxing Lu, Xiaohu Tang
Achieving Efficient and Privacy-Preserving Multi-Keyword Conjunctive Query Over Cloud. IEEE Access 7 (2019)
Chong Sun, Weiyu Zhou, Zhongshan Song, Fan Yin, Lei Zhang, Jianquan Bi
Weighted Multi-label Learning with Rank Preservation. Big Data (CCF) (2019)
Fan Yin, Chao Li, Haibin Wang, Fan Yang
Automatic Acoustic Target Detecting and Tracking on the Azimuth Recording Diagram with Image Processing Methods. Sensors 19 (24) (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. NeurIPS (2019)
Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li
Entity-Relation Extraction as Multi-Turn Question Answering. ACL (1) (2019)
Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li
Glyce: Glyph-vectors for Chinese Character Representations. CoRR (2019)
Xue Yang, Fan Yin, Xiaohu Tang
A Fine-Grained and Privacy-Preserving Query Scheme for Fog Computing-Enhanced Location-Based Service. Sensors 17 (7) (2017)
Chia-Ching Chen, Shao-Jui Chen, Fan Yin, Wei-Jen Wang
Efficient Hybriding Auto-scaling for OpenStack Platforms. SmartCity (2015)
Rongwei Yu, Fan Yin, Jin Ke, Lina Wang
Behavior-based Attestation of Policy Enforcement among Trusted Virtual Domains. J. Networks 5 (6) (2010)