Simeng Sun

51 papers A* 4A 1C 1Journal 29Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
An empirical study on the limitation of Transformers in program trace generation.
CoRR
Simeng Sun
2025 — conf
How much do contextualized representations encode long-range context?
NAACL (Findings)
Simeng Sun, Cheng-Ping Hsieh
2025 J jnl
L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution.
CoRR
Simeng Sun, Cheng-Ping Hsieh, Faisal Ladhak, Erik Arakelyan, Santiago Akle Serano, Boris Ginsburg
2025 J jnl
SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling.
CoRR
Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serrano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg
2025 A* conf
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling.
EMNLP
Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg
2025 A* conf
nGPT: Normalized Transformer with Representation Learning on the Hypersphere.
ICLR
Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg
2024 — conf
How Does In-Context Learning Help Prompt Tuning?
EACL (Findings)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024 J jnl
How much do contextualized representations encode long-range context?
CoRR
Simeng Sun, Cheng-Ping Hsieh
2024 — conf
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
EACL (1)
Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024 J jnl
RULER: What's the Real Context Size of Your Long-Context Language Models?
CoRR
Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, Shantanu Acharya, Dima Rekesh, Fei Jia, Yang Zhang, Boris Ginsburg
2024 J jnl
Suri: Multi-constraint Instruction Following for Long-form Text Generation.
CoRR
Chau Minh Pham, Simeng Sun, Mohit Iyyer
2024 — conf
Suri: Multi-constraint Instruction Following in Long-form Text Generation.
EMNLP (Findings)
Chau Pham, Simeng Sun, Mohit Iyyer
2024 — conf
TopicGPT: A Prompt-based Topic Modeling Framework.
NAACL-HLT
Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer
2024 J jnl
nGPT: Normalized Transformer with Representation Learning on the Hypersphere.
CoRR
Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg
2023 A conf
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages.
EACL
Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross
2023 J jnl
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages.
CoRR
Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross
2023 J jnl
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF.
CoRR
Simeng Sun, Dhawal Gupta, Mohit Iyyer
2023 J jnl
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment.
IEEE Trans. Multim.
Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, Zhibo Chen
2023 J jnl
How Does In-Context Learning Help Prompt Tuning?
CoRR
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
2023 J jnl
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
CoRR
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
2023 J jnl
Semantical video coding: Instill static-dynamic clues into structured bitstream for AI tasks.
J. Vis. Commun. Image Represent.
Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen
2023 J jnl
TopicGPT: A Prompt-based Topic Modeling Framework.
CoRR
Chau Minh Pham, Alexander Miserlis Hoyle, Simeng Sun, Mohit Iyyer
2022 — conf
Alternative Input Signals Ease Transfer in Multilingual Machine Translation.
ACL (1)
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán
2022 — conf
ChapterBreak: A Challenge Dataset for Long-Range Language Models.
NAACL-HLT
Simeng Sun, Katherine Thai, Mohit Iyyer
2022 J jnl
ChapterBreak: A Challenge Dataset for Long-Range Language Models.
CoRR
Simeng Sun, Katherine Thai, Mohit Iyyer
2022 — conf
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge?
Insights@ACL
Simeng Sun, Brian Dillon, Mohit Iyyer
2022 — conf
Image Coding for Machines with Omnipotent Feature Learning.
ECCV (37)
Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen
2022 J jnl
Image Coding for Machines with Omnipotent Feature Learning.
CoRR
Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen
2022 J jnl
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks.
CoRR
Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen
2021 J jnl
Alternative Input Signals Ease Transfer in Multilingual Machine Translation.
CoRR
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán
2021 — conf
Do Long-Range Language Models Actually Use Long-Range Context?
EMNLP (1)
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
2021 J jnl
Do Long-Range Language Models Actually Use Long-Range Context?
CoRR
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
2021 — conf
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.
ACL/IJCNLP (1)
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum
2021 J jnl
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment.
CoRR
Simeng Sun, Tao Yu, Jiahua Xu, Jianxin Lin, Wei Zhou, Zhibo Chen
2021 J jnl
IGA : An Intent-Guided Authoring Assistant.
CoRR
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
2021 — conf
IGA: An Intent-Guided Authoring Assistant.
EMNLP (1)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
2021 A* conf
Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution.
AAAI
Xin Li, Xin Jin, Tao Yu, Simeng Sun, Yingxue Pang, Zhizheng Zhang, Zhibo Chen
2021 — conf
Revisiting Simple Neural Probabilistic Language Models.
NAACL-HLT
Simeng Sun, Mohit Iyyer
2021 J jnl
Revisiting Simple Neural Probabilistic Language Models.
CoRR
Simeng Sun, Mohit Iyyer
2021 J jnl
Semantic Structured Image Coding Framework for Multiple Intelligent Applications.
IEEE Trans. Circuits Syst. Video Technol.
Simeng Sun, Tianyu He, Zhibo Chen
2020 J jnl
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.
CoRR
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
2020 A* conf
Hard-Coded Gaussian Attention for Neural Machine Translation.
ACL
Weiqiu You, Simeng Sun, Mohit Iyyer
2020 J jnl
Hard-Coded Gaussian Attention for Neural Machine Translation.
CoRR
Weiqiu You, Simeng Sun, Mohit Iyyer
2020 J jnl
Latent-Separated Global Prediction for Learned Image Compression.
CoRR
Zongyu Guo, Zhizheng Zhang, Runsen Feng, Simeng Sun, Zhibo Chen
2020 J jnl
Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution.
CoRR
Xin Li, Xin Jin, Tao Yu, Yingxue Pang, Simeng Sun, Zhizheng Zhang, Zhibo Chen
2020 — conf
Multi-scale Grouped Dense Network for VVC Intra Coding.
CVPR Workshops
Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen
2020 J jnl
Multi-scale Grouped Dense Network for VVC Intra Coding.
CoRR
Xin Li, Simeng Sun, Zhizheng Zhang, Zhibo Chen
2019 C conf
Beyond Coding: Detection-driven Image Compression with Semantically Structured Bit-stream.
PCS
Tianyu He, Simeng Sun, Zongyu Guo, Zhibo Chen
2019 J jnl
System architecture for high-performance permissioned blockchains.
Frontiers Comput. Sci.
Libo Feng, Hui Zhang, Wei-Tek Tsai, Simeng Sun
2019 — conf
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization.
EMNLP/IJCNLP (1)
Simeng Sun, Ani Nenkova
2017 — conf
Name Disambiguation for Chinese Scientific Authors with Multi-Level Clustering.
CSE/EUC (1)
Simeng Sun, Hui Zhang, Ning Li, Yong Chen