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Xi Ye
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 60
Top Topics
Language Model
Unlabeled Data
Image Encryption
Multiple Constraints
Top Venues
CoRR
ACL (1)
NeurIPS
EACL
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Publications
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Fangcong Yin
,
Xi Ye
,
Greg Durrett
LoFiT: Localized Fine-tuning on LLM Representations.
CoRR
(2024)
Zhizhao Duan
,
Hao Cheng
,
Duo Xu
,
Xi Wu
,
Xiangxie Zhang
,
Xi Ye
,
Zhen Xie
CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario.
CoRR
(2024)
Xi Ye
,
Guillaume-Alexandre Bilodeau
STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction.
AAAI
(2024)
Xinlu Zhang
,
Zhiyu Zoey Chen
,
Xi Ye
,
Xianjun Yang
,
Lichang Chen
,
William Yang Wang
,
Linda Ruth Petzold
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning.
CoRR
(2024)
Zeyu Leo Liu
,
Shrey Pandit
,
Xi Ye
,
Eunsol Choi
,
Greg Durrett
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates.
CoRR
(2024)
Zayne Sprague
,
Xi Ye
,
Kaj Bostrom
,
Swarat Chaudhuri
,
Greg Durrett
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning.
ICLR
(2024)
Junxiang Yang
,
Yuan Zeng
,
Wei Wan
,
Xi Ye
Design of Uplink SCMA Codebooks Using Evolution Strategies.
IEEE Commun. Lett.
28 (7) (2024)
Jianqiao Duan
,
Yuchun Huang
,
Yuyan Wang
,
Xi Ye
,
He Yang
Multipath-Closure Calibration of Stereo Camera and 3D LiDAR Combined with Multiple Constraints.
Remote. Sens.
16 (2) (2024)
Longlong Ma
,
Yuchun Huang
,
Wenxuan Shi
,
Yuyan Wang
,
Xi Ye
Weakly Supervised Building Change Detection Based on DeepCut and Temporal Invariant.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Yoonsang Lee
,
Xi Ye
,
Eunsol Choi
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name.
CoRR
(2024)
Xi Ye
,
Ruoxi Sun
,
Sercan Arik
,
Tomas Pfister
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation.
NAACL-HLT
(2024)
Xi Ye
,
Guillaume-Alexandre Bilodeau
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction.
CoRR
(2023)
Xi Ye
,
Ruoxi Sun
,
Sercan Ö. Arik
,
Tomas Pfister
Effective Large Language Model Adaptation for Improved Grounding.
CoRR
(2023)
Xi Ye
,
Greg Durrett
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting.
EMNLP
(2023)
Xi Ye
,
Guillaume-Alexandre Bilodeau
A unified model for continuous conditional video prediction.
CVPR Workshops
(2023)
Prasann Singhal
,
Jarad Forristal
,
Xi Ye
,
Greg Durrett
Assessing Out-of-Domain Language Model Performance from Few Examples.
EACL
(2023)
Xi Ye
,
Guillaume-Alexandre Bilodeau
Video prediction by efficient transformers.
Image Vis. Comput.
130 (2023)
Yushu Zhang
,
Xi Ye
,
Xiangli Xiao
,
Tao Xiang
,
Hongwei Li
,
Xiaochun Cao
A Reversible Framework for Efficient and Secure Visual Privacy Protection.
IEEE Trans. Inf. Forensics Secur.
18 (2023)
Prasann Singhal
,
Jiacheng Xu
,
Xi Ye
,
Greg Durrett
EEL: Efficiently Encoding Lattices for Reranking.
CoRR
(2023)
Prasann Singhal
,
Jiacheng Xu
,
Xi Ye
,
Greg Durrett
EEL: Efficiently Encoding Lattices for Reranking.
ACL (1)
(2023)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
Satisfiability-Aided Language Models Using Declarative Prompting.
CoRR
(2023)
Xi Ye
,
Greg Durrett
Explanation Selection Using Unlabeled Data for In-Context Learning.
CoRR
(2023)
Yoonsang Lee
,
Pranav Atreya
,
Xi Ye
,
Eunsol Choi
Crafting In-context Examples according to LMs' Parametric Knowledge.
CoRR
(2023)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting.
NeurIPS
(2023)
Xi Ye
,
Srinivasan Iyer
,
Asli Celikyilmaz
,
Veselin Stoyanov
,
Greg Durrett
,
Ramakanth Pasunuru
Complementary Explanations for Effective In-Context Learning.
ACL (Findings)
(2023)
Zayne Sprague
,
Xi Ye
,
Kaj Bostrom
,
Swarat Chaudhuri
,
Greg Durrett
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning.
CoRR
(2023)
Xi Ye
,
Yushu Zhang
,
Xiangli Xiao
,
Shuang Yi
,
Rushi Lan
Usability Enhanced Thumbnail-Preserving Encryption Based on Data Hiding for JPEG Images.
IEEE Signal Process. Lett.
30 (2023)
Prasann Singhal
,
Jarad Forristal
,
Xi Ye
,
Greg Durrett
Assessing Out-of-Domain Language Model Performance from Few Examples.
CoRR
(2022)
Xi Ye
,
Yushu Zhang
,
Ruoyu Zhao
,
Rushi Lan
,
Yong Xiang
PRA-TPE: Perfectly Recoverable Approximate Thumbnail-Preserving Image Encryption.
J. Vis. Commun. Image Represent.
87 (2022)
Xi Ye
,
Greg Durrett
The Unreliability of Explanations in Few-Shot In-Context Learning.
CoRR
(2022)
Xi Ye
,
Guillaume-Alexandre Bilodeau
VPTR: Efficient Transformers for Video Prediction.
CoRR
(2022)
Xi Ye
,
Guillaume-Alexandre Bilodeau
VPTR: Efficient Transformers for Video Prediction.
ICPR
(2022)
Xi Ye
,
Greg Durrett
Can Explanations Be Useful for Calibrating Black Box Models?
ACL (1)
(2022)
Weikai Yang
,
Xi Ye
,
Xingxing Zhang
,
Lanxi Xiao
,
Jiazhi Xia
,
Zhongyuan Wang
,
Jun Zhu
,
Hanspeter Pfister
,
Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers.
CoRR
(2022)
Xi Ye
,
Greg Durrett
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning.
NeurIPS
(2022)
Xi Ye
,
Semih Yavuz
,
Kazuma Hashimoto
,
Yingbo Zhou
,
Caiming Xiong
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering.
ACL (1)
(2022)
Xi Ye
,
Guillaume-Alexandre Bilodeau
Continuous conditional video synthesis by neural processes.
CoRR
(2022)
Xi Ye
,
Guillaume-Alexandre Bilodeau
Video Prediction by Efficient Transformers.
CoRR
(2022)
Weikai Yang
,
Xi Ye
,
Xingxing Zhang
,
Lanxi Xiao
,
Jiazhi Xia
,
Zhongyuan Wang
,
Jun Zhu
,
Hanspeter Pfister
,
Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers.
IEEE Trans. Vis. Comput. Graph.
28 (9) (2022)
Yazhuo Li
,
Zhengyuan Xie
,
Xi Ye
,
Xia Liu
Teaching Reform and Achievement Analysis of Course of Digital Electronic Technology under the Background of Engineering Education Certification.
ICETM
(2022)
Xi Ye
,
Srinivasan Iyer
,
Asli Celikyilmaz
,
Ves Stoyanov
,
Greg Durrett
,
Ramakanth Pasunuru
Complementary Explanations for Effective In-Context Learning.
CoRR
(2022)
Xiao Yu
,
Xi Ye
,
Shunxian Zhang
Floating pollutant image target extraction algorithm based on immune extremum region.
Digit. Signal Process.
123 (2022)
Xi Ye
,
Rohan Nair
,
Greg Durrett
Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.
CoRR
(2021)
Xi Ye
,
Rohan Nair
,
Greg Durrett
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals.
EMNLP (1)
(2021)
Ruoyu Zhao
,
Yushu Zhang
,
Xiangli Xiao
,
Xi Ye
,
Rushi Lan
TPE2: Three-Pixel Exact Thumbnail-Preserving Image Encryption.
Signal Process.
183 (2021)
Xi Ye
,
Semih Yavuz
,
Kazuma Hashimoto
,
Yingbo Zhou
,
Caiming Xiong
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering.
CoRR
(2021)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
Optimal Neural Program Synthesis from Multimodal Specifications.
EMNLP (Findings)
(2021)
Xi Ye
,
Greg Durrett
Can Explanations Be Useful for Calibrating Black Box Models?
CoRR
(2021)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
Benchmarking Multimodal Regex Synthesis with Complex Structures.
CoRR
(2020)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
Optimal Neural Program Synthesis from Multimodal Specifications.
CoRR
(2020)
Xi Ye
,
Qiaochu Chen
,
Isil Dillig
,
Greg Durrett
Benchmarking Multimodal Regex Synthesis with Complex Structures.
ACL
(2020)
Qiaochu Chen
,
Xinyu Wang
,
Xi Ye
,
Greg Durrett
,
Isil Dillig
Multi-modal synthesis of regular expressions.
PLDI
(2020)
Xi Ye
,
Qiaochu Chen
,
Xinyu Wang
,
Isil Dillig
,
Greg Durrett
Sketch-Driven Regular Expression Generation from Natural Language and Examples.
Trans. Assoc. Comput. Linguistics
8 (2020)
Xiao Yu
,
Xi Ye
,
Qiang Gao
Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism.
IEEE Access
8 (2020)
Chengwei Huang
,
Yong Liu
,
Xi Ye
Design, simulation and experimental study of a force observer for a flying-perching quadrotor.
Robotics Auton. Syst.
120 (2019)
Qiaochu Chen
,
Xinyu Wang
,
Xi Ye
,
Greg Durrett
,
Isil Dillig
Multi-Modal Synthesis of Regular Expressions.
CoRR
(2019)
Xi Ye
,
Qiaochu Chen
,
Xinyu Wang
,
Isil Dillig
,
Greg Durrett
Sketch-Driven Regular Expression Generation from Natural Language and Examples.
CoRR
(2019)
Shouxing Xiang
,
Xi Ye
,
Jiazhi Xia
,
Jing Wu
,
Yang Chen
,
Shixia Liu
Interactive Correction of Mislabeled Training Data.
VAST
(2019)
Yunfeng Wen
,
Xiaobin Qu
,
Wenyuan Li
,
Xuan Liu
,
Xi Ye
Synergistic Operation of Electricity and Natural Gas Networks via ADMM.
IEEE Trans. Smart Grid
9 (5) (2018)
Quan Tang
,
Weiting Xu
,
Li Shen
,
Xi Ye
,
Yue Xiang
,
Junyong Liu
,
Yi Niu
,
Juhua Hong
Urban energy internet: Concept and key technology.
ICSAI
(2016)
Xi Ye
,
Hong Zhang
,
Chao Wang
,
Bo Zhang
,
Fan Wu
,
Yixian Tang
SAR image change detection based on object-based method.
IGARSS
(2013)
Xi Ye
,
Wushao Wen
,
Yiru Ye
,
Qin Cen
An OTP-Based Mechanism for Defending Application Layer DDoS Attacks.
ICAIC (4)
(2011)
Qin Cen
,
Yiru Ye
,
Lina Liu
,
Xi Ye
On the application of the multi-agent-based robot system in book classification for library.
ICNC
(2010)