Sinong Wang

80 papers A* 10A 1B 1Misc 1Journal 47Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment.
CoRR
Chaoqi Wang, Zhuokai Zhao, Yibo Jiang, Zhaorun Chen, Chen Zhu, Yuxin Chen, Jiayi Liu, Lizhu Zhang, Xiangjun Fan, Hao Ma, Sinong Wang
2025 J jnl
Boosting LLM Reasoning via Spontaneous Self-Correction.
CoRR
Xutong Zhao, Tengyu Xu, Xuewei Wang, Zhengxing Chen, Di Jin, Liang Tan, Yen-Ting, Zishun Yu, Zhuokai Zhao, Yun He, Sinong Wang, Han Fang, Sarath Chandar, Chenguang Zhu
2025 J jnl
High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning.
CoRR
Tim Franzmeyer, Archie Sravankumar, Lijuan Liu, Yuning Mao, Rui Hou, Sinong Wang, Jakob N. Foerster, Luke Zettlemoyer, Madian Khabsa
2025 — conf
Improving Model Factuality with Fine-grained Critique-based Evaluator.
ACL (1)
Yiqing Xie, Wenxuan Zhou, Pradyot Prakash, Di Jin, Yuning Mao, Quintin Fettes, Arya Talebzadeh, Sinong Wang, Han Fang, Carolyn P. Rosé, Daniel Fried, Hejia Zhang
2025 — conf
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation.
ACL (2)
Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025 J jnl
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation.
CoRR
Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025 J jnl
Reinforcement Learning from User Feedback.
CoRR
Eric Han, Jun Chen, Karthik Abinav Sankararaman, Xiaoliang Peng, Tengyu Xu, Eryk Helenowski, Kaiyan Peng, Mrinal Kumar, Sinong Wang, Han Fang, Arya Talebzadeh
2025 J jnl
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback.
CoRR
Yen-Ting Lin, Di Jin, Tengyu Xu, Tianhao Wu, Sainbayar Sukhbaatar, Chen Zhu, Yun He, Yun-Nung Chen, Jason Weston, Yuandong Tian, Arash Rahnama, Sinong Wang, Hao Ma, Han Fang
2025 A* conf
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization.
ICML
Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang
2025 J jnl
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization.
CoRR
Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang
2024 — conf
Effective Long-Context Scaling of Foundation Models.
NAACL-HLT
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma
2024 J jnl
Improving Model Factuality with Fine-grained Critique-based Evaluator.
CoRR
Yiqing Xie, Wenxuan Zhou, Pradyot Prakash, Di Jin, Yuning Mao, Quintin Fettes, Arya Talebzadeh, Sinong Wang, Han Fang, Carolyn P. Rosé, Daniel Fried, Hejia Zhang
2024 — conf
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.
NAACL-HLT
Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
2024 J jnl
Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following.
CoRR
Yun He, Di Jin, Chaoqi Wang, Chloe Bi, Karishma Mandyam, Hejia Zhang, Chen Zhu, Ning Li, Tengyu Xu, Hongjiang Lv, Shruti Bhosale, Chenguang Zhu, Karthik Abinav Sankararaman, Eryk Helenowski, Melanie Kambadur, Aditya Tayade, Hao Ma, Han Fang, Sinong Wang
2024 J jnl
Phonetic and Lexical Discovery of a Canine Language using HuBERT.
CoRR
Xingyuan Li, Sinong Wang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
2024 J jnl
Preference Optimization with Multi-Sample Comparisons.
CoRR
Chaoqi Wang, Zhuokai Zhao, Chen Zhu, Karthik Abinav Sankararaman, Michal Valko, Xuefei Cao, Zhaorun Chen, Madian Khabsa, Yuxin Chen, Hao Ma, Sinong Wang
2024 A* conf
Representation Deficiency in Masked Language Modeling.
ICLR
Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2024 J jnl
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention.
CoRR
Chiyu Zhang, Yifei Sun, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Sinong Wang, Rong Jin, Sem Park, Ning Yao, Bo Long
2024 J jnl
The Perfect Blend: Redefining RLHF with Mixture of Judges.
CoRR
Tengyu Xu, Eryk Helenowski, Karthik Abinav Sankararaman, Di Jin, Kaiyan Peng, Eric Han, Shaoliang Nie, Chen Zhu, Hejia Zhang, Wenxuan Zhou, Zhouhao Zeng, Yun He, Karishma Mandyam, Arya Talabzadeh, Madian Khabsa, Gabriel Cohen, Yuandong Tian, Hao Ma, Sinong Wang, Han Fang
2023 A* conf
APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models.
EMNLP
Qifan Wang, Yuning Mao, Jingang Wang, Hanchao Yu, Shaoliang Nie, Sinong Wang, Fuli Feng, Lifu Huang, Xiaojun Quan, Zenglin Xu, Dongfang Liu
2023 A* conf
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning.
CVPR
Ajinkya Tejankar, Maziar Sanjabi, Qifan Wang, Sinong Wang, Hamed Firooz, Hamed Pirsiavash, Liang Tan
2023 J jnl
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning.
CoRR
Ajinkya Tejankar, Maziar Sanjabi, Qifan Wang, Sinong Wang, Hamed Firooz, Hamed Pirsiavash, Liang Tan
2023 J jnl
Effective Long-Context Scaling of Foundation Models.
CoRR
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma
2023 J jnl
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models.
CoRR
Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
2023 — conf
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix.
EMNLP (Findings)
Kuan-Hao Huang, Liang Tan, Rui Hou, Sinong Wang, Amjad Almahairi, Ruty Rinott
2023 J jnl
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes.
CoRR
Kuan-Hao Huang, Liang Tan, Rui Hou, Sinong Wang, Amjad Almahairi, Ruty Rinott
2023 — conf
MUSTIE: Multimodal Structural Transformer for Web Information Extraction.
ACL (1)
Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Zenglin Xu, Shaoliang Nie, Sinong Wang, Madian Khabsa, Hamed Firooz, Dongfang Liu
2023 — conf
MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction.
ACL (Findings)
Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Yu Chen, Madian Khabsa, Sinong Wang, Zenglin Xu, Dongfang Liu
2023 J jnl
Representation Deficiency in Masked Language Modeling.
CoRR
Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2022 J jnl
BayesFormer: Transformer with Uncertainty Estimation.
CoRR
Karthik Abinav Sankararaman, Sinong Wang, Han Fang
2022 — conf
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem.
ACL (Findings)
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
2022 J jnl
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem.
CoRR
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
2022 — conf
IDPG: An Instance-Dependent Prompt Generation Method.
NAACL-HLT
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma
2022 J jnl
IDPG: An Instance-Dependent Prompt Generation Method.
CoRR
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma
2022 J jnl
Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler.
CoRR
Yifang Chen, Karthik Abinav Sankararaman, Alessandro Lazaric, Matteo Pirotta, Dmytro Karamshuk, Qifan Wang, Karishma Mandyam, Sinong Wang, Han Fang
2022 A* conf
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation.
EMNLP
Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma
2022 — conf
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction.
EMNLP (Findings)
Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma
2022 — conf
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models.
NAACL-HLT
Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech
2021 J jnl
Entailment as Few-Shot Learner.
CoRR
Sinong Wang, Han Fang, Madian Khabsa, Hanzi Mao, Hao Ma
2021 A* conf
Luna: Linear Unified Nested Attention.
NeurIPS
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer
2021 J jnl
Luna: Linear Unified Nested Attention.
CoRR
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer
2021 — conf
On Unifying Misinformation Detection.
NAACL-HLT
Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa
2021 J jnl
On Unifying Misinformation Detection.
CoRR
Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa
2021 — conf
On the Influence of Masking Policies in Intermediate Pre-training.
EMNLP (1)
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa
2021 J jnl
On the Influence of Masking Policies in Intermediate Pre-training.
CoRR
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa
2021 J jnl
Reducing Target Group Bias in Hate Speech Detectors.
CoRR
Darsh J. Shah, Sinong Wang, Han Fang, Hao Ma, Luke Zettlemoyer
2021 J jnl
Sparse Distillation: Speeding Up Text Classification by Using Bigger Models.
CoRR
Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech
2020 — conf
Blockwise Self-Attention for Long Document Understanding.
EMNLP (Findings)
Jiezhong Qiu, Hao Ma, Omer Levy, Wen-tau Yih, Sinong Wang, Jie Tang
2020 J jnl
CLEAR: Contrastive Learning for Sentence Representation.
CoRR
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma
2020 — conf
Fundamental Limits of Approximate Gradient Coding.
SIGMETRICS (Abstracts)
Sinong Wang, Jiashang Liu, Ness B. Shroff
2020 J jnl
Language Models as Fact Checkers?
CoRR
Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa
2020 J jnl
Linformer: Self-Attention with Linear Complexity.
CoRR
Sinong Wang, Belinda Z. Li, Madian Khabsa, Han Fang, Hao Ma
2020 J jnl
Studying Strategically: Learning to Mask for Closed-book QA.
CoRR
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa
2020 J jnl
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks.
CoRR
Sinong Wang, Madian Khabsa, Hao Ma
2020 A* conf
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks.
ACL
Sinong Wang, Madian Khabsa, Hao Ma
2019 J jnl
Blockwise Self-Attention for Long Document Understanding.
CoRR
Jiezhong Qiu, Hao Ma, Omer Levy, Scott Wen-tau Yih, Sinong Wang, Jie Tang
2019 A conf
Computation Efficient Coded Linear Transform.
AISTATS
Sinong Wang, Jiashang Liu, Ness B. Shroff, Pengyu Yang
2019 J jnl
Fundamental Limits of Approximate Gradient Coding.
CoRR
Sinong Wang, Jiashang Liu, Ness B. Shroff
2019 J jnl
Fundamental Limits of Approximate Gradient Coding.
Proc. ACM Meas. Anal. Comput. Syst.
Sinong Wang, Jiashang Liu, Ness B. Shroff
2018 — conf
A Near-Optimal Control Policy in Cloud Systems with Renewable Sources and Time-Dependent Energy Price.
IEEE CLOUD
Jiashang Liu, Joohyun Lee, Ness B. Shroff, Prasun Sinha, Sinong Wang
2018 A* conf
Coded Sparse Matrix Multiplication.
ICML
Sinong Wang, Jiashang Liu, Ness B. Shroff
2018 J jnl
Coded Sparse Matrix Multiplication.
CoRR
Sinong Wang, Jiashang Liu, Ness B. Shroff
2018 J jnl
Fundamental Limits of Coded Linear Transform.
CoRR
Sinong Wang, Jiashang Liu, Ness B. Shroff, Pengyu Yang
2018 — conf
Towards Fast-Convergence, Low-Delay and Low-Complexity Network Optimization.
SIGMETRICS (Abstracts)
Sinong Wang, Ness B. Shroff
2018 A* conf
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits.
IJCAI
Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff
2018 J jnl
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits.
CoRR
Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff
2017 — conf
A New Alternating Direction Method for Linear Programming.
NIPS
Sinong Wang, Ness B. Shroff
2017 A* conf
Non-Additive Security Games.
AAAI
Sinong Wang, Fang Liu, Ness B. Shroff
2017 — conf
Security Game with Non-additive Utilities and Multiple Attacker Resources.
SIGMETRICS (Abstracts)
Sinong Wang, Ness B. Shroff
2017 J jnl
Security Game with Non-additive Utilities and Multiple Attacker Resources.
CoRR
Sinong Wang, Ness B. Shroff
2017 J jnl
Security Game with Non-additive Utilities and Multiple Attacker Resources.
Proc. ACM Meas. Anal. Comput. Syst.
Sinong Wang, Ness B. Shroff
2017 J jnl
Towards Fast-Convergence, Low-Delay and Low-Complexity Network Optimization.
CoRR
Sinong Wang, Ness B. Shroff
2017 J jnl
Towards Fast-Convergence, Low-Delay and Low-Complexity Network Optimization.
Proc. ACM Meas. Anal. Comput. Syst.
Sinong Wang, Ness B. Shroff
2016 J jnl
Non-additive Security Game.
CoRR
Sinong Wang, Fang Liu, Ness B. Shroff
2015 Misc conf
Exploiting the unexploited of coded caching for wireless content distribution.
ICNC
Sinong Wang, Xiaohua Tian, Hui Liu
2015 J jnl
Fundamental Limits of Heterogenous Cache.
CoRR
Sinong Wang, Wenxin Li, Xiaohua Tian, Hui Liu
2015 J jnl
The Performance Analysis of Coded Cache in Wireless Fading Channel.
CoRR
Wei Huang, Sinong Wang, Lianghui Ding, Feng Yang, Wenjun Zhang
2014 B conf
A predictive methodology for truthful double spectrum auctions in cognitive radio networks.
GLOBECOM
Zhe Liu, Sinong Wang, Weijie Wu, Xiaohua Tian, Changle Li, Xinbing Wang
2014 J jnl
Exploiting the Unexploited of Coded Caching for Wireless Content Distribution: Detailed Theoretical Proofs.
CoRR
Sinong Wang, Xiaohua Tian, Hui Liu
2013 — conf
A New Approach to Multi-objective Virtual Machine Placement in Virtualized Data Center.
NAS
Sinong Wang, Huaxi Gu, Gang Wu