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2020 – today

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2024
[j11]
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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: 174-189 (2024)
[c19]
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Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. ACL (Findings) 2024: 10288-10302
[c18]
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Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang:
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. EMNLP 2024: 9390-9406
[c17]
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Fan Yin, Jayanth Srinivasa, Kai-Wei Chang:
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension. ICML 2024
[c16]
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Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng:
On Prompt-Driven Safeguarding for Large Language Models. ICML 2024
[c15]
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Fan Yin, Jun Li, Yifei Wei, Wei Zhang, Chaoyi Xu:
SAMS : One-Shot Learning for the Segment Anything Model Using Similar Images. IJCNN 2024: 1-8
[i22]
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  - journals/corr/abs-2401-18018
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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 abs/2401.18018 (2024)
[i21]
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  - journals/corr/abs-2402-11138
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Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. CoRR abs/2402.11138 (2024)
[i20]
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  - journals/corr/abs-2402-18048
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Fan Yin, Jayanth Srinivasa, Kai-Wei Chang:
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension. CoRR abs/2402.18048 (2024)
[i19]
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  - journals/corr/abs-2405-19716
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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 abs/2405.19716 (2024)
[i18]
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  - journals/corr/abs-2406-02721
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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 abs/2406.02721 (2024)
[i17]
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  - journals/corr/abs-2406-13692
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Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang:
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. CoRR abs/2406.13692 (2024)
[i16]
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  - journals/corr/abs-2407-00219
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Mohsen Fayyaz, Fan Yin, Jiao Sun, Nanyun Peng:
Evaluating Human Alignment and Model Faithfulness of LLM Rationale. CoRR abs/2407.00219 (2024)
2023
[j10]
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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): 49-60 (2023)
[c14]
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  - conf/acl/YinVLJXW23
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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: 3063-3079
[c13]
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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: 8666-8680
[c12]
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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: 1813-1829
[c11]
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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: 4031-4047
[c10]
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  - conf/iccv/BansalYSGYC23
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Hritik Bansal, Fan Yin, Nishad Singhi, Aditya Grover, Yu Yang, Kai-Wei Chang:
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning. ICCV 2023: 112-123
[c9]
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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
[i15]
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  - journals/corr/abs-2303-03323
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Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang:
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning. CoRR abs/2303.03323 (2023)
[i14]
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  - journals/corr/abs-2305-14327
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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 abs/2305.14327 (2023)
[i13]
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  - journals/corr/abs-2305-19713
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Zhouxing Shi, Yihan Wang, Fan Yin, Xiangning Chen, Kai-Wei Chang, Cho-Jui Hsieh:
Red Teaming Language Model Detectors with Language Models. CoRR abs/2305.19713 (2023)
[i12]
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  - journals/corr/abs-2305-19998
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Chenghao Yang, Fan Yin, He He, Kai-Wei Chang, Xiaofei Ma, Bing Xiang:
Efficient Shapley Values Estimation by Amortization for Text Classification. CoRR abs/2305.19998 (2023)
[i11]
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  - journals/corr/abs-2306-01150
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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 abs/2306.01150 (2023)
[i10]
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  - journals/corr/abs-2306-11839
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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 abs/2306.11839 (2023)
[i9]
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  - journals/corr/abs-2311-00288
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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 abs/2311.00288 (2023)
2022
[j9]
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  - journals/cmot/ZengQYZX22
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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): 178-192 (2022)
[j8]
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  - journals/compsec/ZhuYPT22
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Hui Zhu, Fan Yin, Shuangrong Peng, Xiaohu Tang:
Differentially private hierarchical tree with high efficiency. Comput. Secur. 118: 102727 (2022)
[j7]
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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): 73-84 (2022)
[j6]
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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): 1358-1370 (2022)
[c8]
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Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang:
On the Sensitivity and Stability of Model Interpretations in NLP. ACL (1) 2022: 2631-2647
[c7]
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  - conf/emnlp/YinLHC22
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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: 6567-6584
[c6]
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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: 25523-25551
[i8]
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  - journals/corr/abs-2210-12396
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Fan Yin, Yao Li, Cho-Jui Hsieh, Kai-Wei Chang:
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation. CoRR abs/2210.12396 (2022)
2021
[j5]
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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: 102432 (2021)
[i7]
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  - journals/corr/abs-2103-08455
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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 abs/2103.08455 (2021)
[i6]
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  - journals/corr/abs-2104-08782
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Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang:
On the Faithfulness Measurements for Model Interpretations. CoRR abs/2104.08782 (2021)
[i5]
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  - journals/corr/abs-2110-13527
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Fan Yin, Carter T. Butts:
Highly Scalable Maximum Likelihood and Conjugate Bayesian Inference for ERGMs on Graph Sets with Equivalent Vertices. CoRR abs/2110.13527 (2021)
2020
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Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang:
On the Robustness of Language Encoders against Grammatical Errors. ACL 2020: 3386-3403
[i4]
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  - journals/corr/abs-2005-05683
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Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang:
On the Robustness of Language Encoders against Grammatical Errors. CoRR abs/2005.05683 (2020)
[i3]
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  - journals/corr/abs-2005-09850
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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 abs/2005.09850 (2020)

2010 – 2019

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2019
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Fan Yin, Yandong Zheng, Rongxing Lu, Xiaohu Tang:
Achieving Efficient and Privacy-Preserving Multi-Keyword Conjunctive Query Over Cloud. IEEE Access 7: 165862-165872 (2019)
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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): 5391 (2019)
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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: 1340-1350
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Chong Sun, Weiyu Zhou, Zhongshan Song, Fan Yin, Lei Zhang, Jianquan Bi:
Weighted Multi-label Learning with Rank Preservation. Big Data (CCF) 2019: 312-324
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  - conf/nips/MengWWLNYLHSL19
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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: 2742-2753
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  - journals/corr/abs-1901-10125
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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 abs/1901.10125 (2019)
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  - journals/corr/abs-1905-05529
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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 abs/1905.05529 (2019)
2017
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  - journals/sensors/YangYT17
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Xue Yang, Fan Yin, Xiaohu Tang:
A Fine-Grained and Privacy-Preserving Query Scheme for Fog Computing-Enhanced Location-Based Service. Sensors 17(7): 1611 (2017)
2015
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  - conf/smartcity/ChenCYW15
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Chia-Ching Chen, Shao-Jui Chen, Fan Yin, Wei-Jen Wang:
Efficient Hybriding Auto-scaling for OpenStack Platforms. SmartCity 2015: 1079-1085
2010
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Rongwei Yu, Fan Yin, Jin Ke, Lina Wang:
Behavior-based Attestation of Policy Enforcement among Trusted Virtual Domains. J. Networks 5(6): 642-649 (2010)

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