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Boxin Wang
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 40
Top Topics
Nearest Neighbor
Meaningful Learning
Post Retrieval
Language Model
Top Venues
CoRR
NeurIPS
ICML
EMNLP
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Publications
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Yue Yu
,
Wei Ping
,
Zihan Liu
,
Boxin Wang
,
Jiaxuan You
,
Chao Zhang
,
Mohammad Shoeybi
,
Bryan Catanzaro
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.
CoRR
(2024)
Fengqing Jiang
,
Zhangchen Xu
,
Luyao Niu
,
Boxin Wang
,
Jinyuan Jia
,
Bo Li
,
Radha Poovendran
POSTER: Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications.
AsiaCCS
(2024)
Boxin Wang
,
Jacky Yibo Zhang
,
Yuan Cao
,
Bo Li
,
H. Brendan McMahan
,
Sewoong Oh
,
Zheng Xu
,
Manzil Zaheer
Can Public Large Language Models Help Private Cross-device Federated Learning?
CoRR
(2023)
Boxin Wang
,
Wei Ping
,
Lawrence McAfee
,
Peng Xu
,
Bo Li
,
Mohammad Shoeybi
,
Bryan Catanzaro
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining.
CoRR
(2023)
Boxin Wang
,
Wei Ping
,
Peng Xu
,
Lawrence McAfee
,
Zihan Liu
,
Mohammad Shoeybi
,
Yi Dong
,
Oleksii Kuchaiev
,
Bo Li
,
Chaowei Xiao
,
Anima Anandkumar
,
Bryan Catanzaro
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study.
CoRR
(2023)
Boxin Wang
,
Weixin Chen
,
Hengzhi Pei
,
Chulin Xie
,
Mintong Kang
,
Chenhui Zhang
,
Chejian Xu
,
Zidi Xiong
,
Ritik Dutta
,
Rylan Schaeffer
,
Sang T. Truong
,
Simran Arora
,
Mantas Mazeika
,
Dan Hendrycks
,
Zinan Lin
,
Yu Cheng
,
Sanmi Koyejo
,
Dawn Song
,
Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.
CoRR
(2023)
Boxin Wang
,
Wei Ping
,
Peng Xu
,
Lawrence McAfee
,
Zihan Liu
,
Mohammad Shoeybi
,
Yi Dong
,
Oleksii Kuchaiev
,
Bo Li
,
Chaowei Xiao
,
Anima Anandkumar
,
Bryan Catanzaro
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study.
EMNLP
(2023)
Boxin Wang
,
Weixin Chen
,
Hengzhi Pei
,
Chulin Xie
,
Mintong Kang
,
Chenhui Zhang
,
Chejian Xu
,
Zidi Xiong
,
Ritik Dutta
,
Rylan Schaeffer
,
Sang T. Truong
,
Simran Arora
,
Mantas Mazeika
,
Dan Hendrycks
,
Zinan Lin
,
Yu Cheng
,
Sanmi Koyejo
,
Dawn Song
,
Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.
NeurIPS
(2023)
Fengqing Jiang
,
Zhangchen Xu
,
Luyao Niu
,
Boxin Wang
,
Jinyuan Jia
,
Bo Li
,
Radha Poovendran
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications.
CoRR
(2023)
Wenda Chu
,
Chulin Xie
,
Boxin Wang
,
Linyi Li
,
Lang Yin
,
Han Zhao
,
Bo Li
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data.
CoRR
(2022)
Boxin Wang
,
Wei Ping
,
Chaowei Xiao
,
Peng Xu
,
Mostofa Patwary
,
Mohammad Shoeybi
,
Bo Li
,
Anima Anandkumar
,
Bryan Catanzaro
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models.
NeurIPS
(2022)
Boxin Wang
,
Wei Ping
,
Chaowei Xiao
,
Peng Xu
,
Mostofa Patwary
,
Mohammad Shoeybi
,
Bo Li
,
Anima Anandkumar
,
Bryan Catanzaro
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models.
CoRR
(2022)
Maurice Weber
,
Linyi Li
,
Boxin Wang
,
Zhikuan Zhao
,
Bo Li
,
Ce Zhang
Certifying Out-of-Domain Generalization for Blackbox Functions.
CoRR
(2022)
Maurice Weber
,
Linyi Li
,
Boxin Wang
,
Zhikuan Zhao
,
Bo Li
,
Ce Zhang
Certifying Out-of-Domain Generalization for Blackbox Functions.
ICML
(2022)
Boxin Wang
,
Chejian Xu
,
Xiangyu Liu
,
Yu Cheng
,
Bo Li
SemAttack: Natural Textual Attacks via Different Semantic Spaces.
CoRR
(2022)
Boxin Wang
,
Chejian Xu
,
Xiangyu Liu
,
Yu Cheng
,
Bo Li
SemAttack: Natural Textual Attacks via Different Semantic Spaces.
NAACL-HLT (Findings)
(2022)
Ning Shi
,
Boxin Wang
,
Wei Wang
,
Xiangyu Liu
,
Zhouhan Lin
Revisit Systematic Generalization via Meaningful Learning.
BlackboxNLP@EMNLP
(2022)
Zhuolin Yang
,
Zhikuan Zhao
,
Boxin Wang
,
Jiawei Zhang
,
Linyi Li
,
Hengzhi Pei
,
Bojan Karlas
,
Ji Liu
,
Heng Guo
,
Ce Zhang
,
Bo Li
Improving Certified Robustness via Statistical Learning with Logical Reasoning.
NeurIPS
(2022)
Ning Shi
,
Wei Wang
,
Boxin Wang
,
Jinfeng Li
,
Xiangyu Liu
,
Zhouhan Lin
Incorporating External POS Tagger for Punctuation Restoration.
Interspeech
(2021)
Boxin Wang
,
Shuohang Wang
,
Yu Cheng
,
Zhe Gan
,
Ruoxi Jia
,
Bo Li
,
Jingjing Liu
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective.
ICLR
(2021)
Kaizhao Liang
,
Jacky Y. Zhang
,
Boxin Wang
,
Zhuolin Yang
,
Sanmi Koyejo
,
Bo Li
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability.
ICML
(2021)
Boxin Wang
,
Fan Wu
,
Yunhui Long
,
Luka Rimanic
,
Ce Zhang
,
Bo Li
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation.
CoRR
(2021)
Boxin Wang
,
Chejian Xu
,
Shuohang Wang
,
Zhe Gan
,
Yu Cheng
,
Jianfeng Gao
,
Ahmed Hassan Awadallah
,
Bo Li
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
NeurIPS Datasets and Benchmarks
(2021)
Boxin Wang
,
Chejian Xu
,
Shuohang Wang
,
Zhe Gan
,
Yu Cheng
,
Jianfeng Gao
,
Ahmed Hassan Awadallah
,
Bo Li
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
CoRR
(2021)
Wei Wang
,
Boxin Wang
,
Ning Shi
,
Jinfeng Li
,
Bingyu Zhu
,
Xiangyu Liu
,
Rong Zhang
Counterfactual Adversarial Learning with Representation Interpolation.
EMNLP (Findings)
(2021)
Boxin Wang
,
Fan Wu
,
Yunhui Long
,
Luka Rimanic
,
Ce Zhang
,
Bo Li
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation.
CCS
(2021)
Wei Wang
,
Boxin Wang
,
Ning Shi
,
Jinfeng Li
,
Bingyu Zhu
,
Xiangyu Liu
,
Rong Zhang
Counterfactual Adversarial Learning with Representation Interpolation.
CoRR
(2021)
Ning Shi
,
Wei Wang
,
Boxin Wang
,
Jinfeng Li
,
Xiangyu Liu
,
Zhouhan Lin
Incorporating External POS Tagger for Punctuation Restoration.
CoRR
(2021)
Yunhui Long
,
Boxin Wang
,
Zhuolin Yang
,
Bhavya Kailkhura
,
Aston Zhang
,
Carl A. Gunter
,
Bo Li
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators.
NeurIPS
(2021)
Zhuolin Yang
,
Zhikuan Zhao
,
Hengzhi Pei
,
Boxin Wang
,
Bojan Karlas
,
Ji Liu
,
Heng Guo
,
Bo Li
,
Ce Zhang
End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines.
CoRR
(2020)
Boxin Wang
,
Boyuan Pan
,
Xin Li
,
Bo Li
Towards Evaluating the Robustness of Chinese BERT Classifiers.
CoRR
(2020)
Yunan Ye
,
Hengzhi Pei
,
Boxin Wang
,
Pin-Yu Chen
,
Yada Zhu
,
Jun Xiao
,
Bo Li
Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States.
CoRR
(2020)
Boxin Wang
,
Hengzhi Pei
,
Boyuan Pan
,
Qian Chen
,
Shuohang Wang
,
Bo Li
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack.
EMNLP (1)
(2020)
Boxin Wang
,
Shuohang Wang
,
Yu Cheng
,
Zhe Gan
,
Ruoxi Jia
,
Bo Li
,
Jingjing Liu
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective.
CoRR
(2020)
Yunan Ye
,
Hengzhi Pei
,
Boxin Wang
,
Pin-Yu Chen
,
Yada Zhu
,
Ju Xiao
,
Bo Li
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States.
AAAI
(2020)
Ruoxi Jia
,
David Dao
,
Boxin Wang
,
Frances Ann Hubis
,
Nick Hynes
,
Nezihe Merve Gürel
,
Bo Li
,
Ce Zhang
,
Dawn Song
,
Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value.
AISTATS
(2019)
Ruoxi Jia
,
David Dao
,
Boxin Wang
,
Frances Ann Hubis
,
Nick Hynes
,
Nezihe Merve Gürel
,
Bo Li
,
Ce Zhang
,
Dawn Song
,
Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value.
CoRR
(2019)
Ruoxi Jia
,
David Dao
,
Boxin Wang
,
Frances Ann Hubis
,
Nezihe Merve Gürel
,
Bo Li
,
Ce Zhang
,
Costas J. Spanos
,
Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.
Proc. VLDB Endow.
12 (11) (2019)
Boxin Wang
,
Hengzhi Pei
,
Han Liu
,
Bo Li
AdvCodec: Towards A Unified Framework for Adversarial Text Generation.
CoRR
(2019)
Ruoxi Jia
,
David Dao
,
Boxin Wang
,
Frances Ann Hubis
,
Nezihe Merve Gürel
,
Bo Li
,
Ce Zhang
,
Costas J. Spanos
,
Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.
CoRR
(2019)