Huan Sun

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 136

Top Venues

University of California, Santa Barbara, USA (PHD)

Education History

University of California, Santa Barbara, USA

PHD

Publications

Bo Peng, Xinyi Ling, Ziru Chen, Huan Sun, Xia Ning
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data. CoRR (2024)
Botao Yu, Frazier N. Baker, Ziqi Chen, Xia Ning, Huan Sun
LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset. CoRR (2024)
Huan Sun, Haiyan Wang
Data-driven incentive mechanism design for chronic disease prevention from the perspective of government. Eur. J. Oper. Res. 313 (2) (2024)
Xue Jia, Qin Yue, Huan Sun, Junzhen Sui
Determining hulls of generalized Reed-Solomon codes from algebraic geometry codes. CoRR (2024)
Huan Sun, Qin Yue, Xue Jia
Note on Budaghyan and Carlet's almost perfect nonlinear functions. Finite Fields Their Appl. 93 (2024)
Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti
Models and Practice of Neural Table Representations. SIGMOD Conference Companion (2023)
Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun
Automatic Evaluation of Attribution by Large Language Models. CoRR (2023)
Qing Jiao, Zhenyu Wang, Huan Sun, Junhui Zhu, Junping Wang
Style Recognition of Calligraphic Chinese Characters Based on Morphological Convolutional Neural Network. ACPR (1) (2023)
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
Text-to-SQL Error Correction with Language Models of Code. CoRR (2023)
Boshi Wang, Xiang Yue, Huan Sun
Can ChatGPT Defend the Truth? Automatic Dialectical Evaluation Elicits LLMs' Deficiencies in Reasoning. CoRR (2023)
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su
Mind2Web: Towards a Generalist Agent for the Web. NeurIPS (2023)
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
Error Detection for Text-to-SQL Semantic Parsing. EMNLP (Findings) (2023)
Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun
Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy. WWW (2023)
Huan Sun, Ziyu Mao, Jingyi Wang, Ziyan Zhao, Wenhai Wang
Applying Rely-Guarantee Reasoning on Concurrent Memory Management and Mailbox in μC/OS-II: A Case Study. FMICS (2023)
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. NeurIPS (2023)
Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning. CoRR (2023)
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
AgentBench: Evaluating LLMs as Agents. CoRR (2023)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. SIGMOD Rec. 51 (1) (2022)
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
DOM-LM: Learning Generalizable Representations for HTML Documents. CoRR (2022)
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Bootstrapping a User-Centered Task-Oriented Dialogue System. CoRR (2022)
Lingbo Mo, Ashley Lewis, Huan Sun, Michael White
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction. ACL (Findings) (2022)
Yan Cheng, Haifeng Zou, Huan Sun, Haomai Chen, Yingying Cai, Meng Li, Qinyi Du
HSAN-capsule: A novel text classification model. Neurocomputing 489 (2022)
Yaqiong Zhao, Wei Xu, Xiaohu You, Ning Wang, Huan Sun
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications. CoRR (2022)
Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. CoRR (2022)
Xiang Yue, Ziyu Yao, Huan Sun
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. ACL (1) (2022)
Boshi Wang, Xiang Deng, Huan Sun
Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach. CoRR (2022)
Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. EMNLP (Findings) (2022)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. CoRR (2022)
Daoqin Lin, Yuchun Guo, Huan Sun, Yishuai Chen
FedCluster: A Federated Learning Framework for Cross-Device Private ECG Classification. INFOCOM Workshops (2022)
Boshi Wang, Xiang Deng, Huan Sun
Iteratively Prompt Pre-trained Language Models for Chain of Thought. EMNLP (2022)
Ranghu Wang, Huan Sun, Jiuchun Yang, Shuwen Zhang, Hanpei Fu, Nan Wang, Qianyu Liu
Quantitative Evaluation of Gully Erosion Using Multitemporal UAV Data in the Southern Black Soil Region of Northeast China: A Case Study. Remote. Sens. 14 (6) (2022)
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters. CoRR (2022)
Huan Sun, Haiyan Wang, Sonja Steffensen
A mechanism to enhance multi-participant's prevention efforts under pandemic. Comput. Ind. Eng. 167 (2022)
Yaqiong Zhao, Wei Xu, Xiaohu You, Ning Wang, Huan Sun
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications. IEEE J. Sel. Top. Signal Process. 16 (5) (2022)
Xiang Yue, Ziyu Yao, Huan Sun
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. CoRR (2022)
Dan Zhao, Hancheng Lu, Yazheng Wang, Huan Sun, Yongqiang Gui
Joint Power Allocation and User Association Optimization for IRS-Assisted mmWave Systems. IEEE Trans. Wirel. Commun. 21 (1) (2022)
Ziqi Chen, Oluwatosin R. Ayinde, James R. Fuchs, Huan Sun, Xia Ning
Retro: Two-Step Graph Generative Models for Retrosynthesis Prediction. CoRR (2022)
Xue Jia, Qin Yue, Huan Sun
The cross-correlation values of a class of sequences with different lengths. Finite Fields Their Appl. 83 (2022)
Yaqiong Zhao, Wei Xu, Huan Sun, Derrick Wing Kwan Ng, Xiaohu You
Cooperative Reflection Design With Timing Offsets in Distributed Multi-RIS Communications. IEEE Wirel. Commun. Lett. 10 (11) (2021)
Lingbo Mo, Ashley Lewis, Huan Sun, Michael White
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction. CoRR (2021)
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
Structure-Grounded Pretraining for Text-to-SQL. NAACL-HLT (2021)
Yazheng Wang, Hancheng Lu, Huan Sun
Channel Estimation in IRS-Enhanced mmWave System With Super-Resolution Network. IEEE Commun. Lett. 25 (8) (2021)
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
TopNet: Learning from Neural Topic Model to Generate Long Stories. KDD (2021)
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
TopNet: Learning from Neural Topic Model to Generate Long Stories. CoRR (2021)
Yan Cheng, Yingying Cai, Haomai Chen, Qinyi Du, Huan Sun, Meng Li, Jiguo Zeng
Metacognitive Ability Evaluation Based on Behavior Sequence of Online Learning Process. ICCSE (2021)
Yanjing Wang, Lin Liu, Xiaofei Fan, Zhenming Zhang, Huan Sun
The Role of CT Images According to Iterative Image Reconstruction Algorithm in the Diagnosis of Coronary Artery Lesion in Patients with Coronary Heart Disease. J. Medical Imaging Health Informatics 11 (4) (2021)
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering. BIBM (2021)
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
Differential Privacy for Text Analytics via Natural Text Sanitization. CoRR (2021)
Wenhui Zhang, Jindan Xu, Wei Xu, Derrick Wing Kwan Ng, Huan Sun
Cascaded Channel Estimation for IRS-Assisted mmWave Multi-Antenna With Quantized Beamforming. IEEE Commun. Lett. 25 (2) (2021)
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
Learning Structural Edits via Incremental Tree Transformations. ICLR (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. EMNLP (1) (2021)
Yan Cheng, Huan Sun, Haomai Chen, Meng Li, Yingying Cai, Zhuang Cai, Jing Huang
Sentiment Analysis Using Multi-Head Attention Capsules With Multi-Channel CNN and Bidirectional GRU. IEEE Access 9 (2021)
Yan Cheng, Meng Li, Haomai Chen, Yingying Cai, Huan Sun, Gang Wu, Zhuang Cai, Guanghe Zhang
Neural Cognitive Modeling Based on The Importance of Knowledge point for Student Performance Prediction. ICCSE (2021)
Chaokun Xiao, Haomiao Huo, Wei Xu, Huan Sun, Chunjie Shu
Reconfigurable Intelligent Surface-Aided Indoor Communication With Neural Beam Alignment. ICCC (2021)
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
Learning Structural Edits via Incremental Tree Transformations. CoRR (2021)
Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen
From Tables to Knowledge: Recent Advances in Table Understanding. KDD (2021)
Yaqiong Zhao, Wei Xu, Huan Sun, Derrick Wing Kwan Ng, Xiaohu You
Cooperative Reflection Design with Timing Offsets in Distributed Multi-RIS Communications. CoRR (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. CoRR (2021)
Weicong Chen, Yu Han, Shi Jin, Huan Sun
Efficient Multiband Channel Reconstruction and Tracking for Hybrid mmWave MIMO Systems. IEEE Trans. Commun. 69 (12) (2021)
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
Differential Privacy for Text Analytics via Natural Text Sanitization. ACL/IJCNLP (Findings) (2021)
Zhen Wang, Bo Zong, Huan Sun
Modeling Context Pair Interaction for Pairwise Tasks on Graphs. WSDM (2021)
Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon M. Lin, Huan Sun
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval. EMNLP (1) (2021)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. CoRR (2020)
Dan Zhao, Hancheng Lu, Yazheng Wang, Huan Sun, Yongqiang Gui, Jun Wu
Joint Power Allocation and User Association Optimization for IRS-Assisted mmWave Systems. CoRR (2020)
Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai
Question-Driven Purchasing Propensity Analysis for Recommendation. AAAI (2020)
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset. CoRR (2020)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. Proc. VLDB Endow. 14 (3) (2020)
Qixun Zhang, Huan Sun, Zhiqing Wei, Zhiyong Feng
Sensing and Communication Integrated System for Autonomous Driving Vehicles. INFOCOM Workshops (2020)
Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun
Rationalizing Medical Relation Prediction from Corpus-level Statistics. CoRR (2020)
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset. ACL (2020)
Jie Zhao, Huan Sun
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization. CoRR (2020)
Jie Zhao, Huan Sun
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization. EMNLP (Findings) (2020)
Dan Zhao, Hancheng Lu, Yazheng Wang, Huan Sun
Joint Passive Beamforming and User Association Optimization for IRS-assisted mmWave Systems. CoRR (2020)
Dan Zhao, Hancheng Lu, Yazheng Wang, Huan Sun
Joint Passive Beamforming and User Association optimization for IRS-assisted mmWave Systems. GLOBECOM (2020)
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering. CoRR (2020)
Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Emmett Jesrani, Simon M. Lin, Huan Sun
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval. CoRR (2020)
Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy
EndCold: An End-to-End Framework for Cold Question Routing in Community Question Answering Services. IJCAI (2020)
Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun
Graph embedding on biomedical networks: methods, applications and evaluations. Bioinform. 36 (4) (2020)
Yazheng Wang, Hancheng Lu, Dan Zhao, Huan Sun
Energy Efficiency Optimization in IRS-Enhanced mmWave Systems with Lens Antenna Array. CoRR (2020)
Yazheng Wang, Hancheng Lu, Dan Zhao, Huan Sun
Energy Efficiency Optimization in IRS-Enhanced mmWave Systems with Lens Antenna Array. GLOBECOM (2020)
Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun
Rationalizing Medical Relation Prediction from Corpus-level Statistics. ACL (2020)
Kaushik Mani, Xiang Yue, Bernal Jimenez Gutierrez, Yungui Huang, Simon M. Lin, Huan Sun
Clinical Phrase Mining with Language Models. BIBM (2020)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. CoRR (2020)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
An Imitation Game for Learning Semantic Parsers from User Interaction. EMNLP (1) (2020)
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun
Learning a Cost-Effective Annotation Policy for Question Answering. CoRR (2020)
Huan Sun, Yuchun Guo, Yishuai Chen, Bin Chen
ECG Classification with Multi-Scale Deep Features Based on Adaptive Beat-Segmentation. IEICE Trans. Commun. (12) (2020)
Wenhui Zhang, Jindan Xu, Wei Xu, Derrick Wing Kwan Ng, Huan Sun
Cascaded Channel Estimation for IRS-assisted Mmwave Multi-antenna with Quantized Beamforming. CoRR (2020)
Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel
Practical Annotation Strategies for Question Answering Datasets. CoRR (2020)
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
Structure-Grounded Pretraining for Text-to-SQL. CoRR (2020)
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun
Learning a Cost-Effective Annotation Policy for Question Answering. EMNLP (1) (2020)
Xiang Deng, Huan Sun
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. CoRR (2019)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. EMNLP/IJCNLP (1) (2019)
Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy
Automatic Table completion using Knowledge Base. CoRR (2019)
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. WWW (2019)
Long Chen, Ziyu Guan, Wei Zhao, Wanqing Zhao, Xiaopeng Wang, Zhou Zhao, Huan Sun
Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks. AAAI (2019)
Yan Zhao, Huan Sun, Tao Tao
Enhanced CSI Acquisition Scheme for NR TDD Systems with Partial Channel Reciprocity. VTC Spring (2019)
Xiang Deng, Huan Sun
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. EMNLP/IJCNLP (1) (2019)
Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data. CoRR (2019)
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
Reinforced Dynamic Reasoning for Conversational Question Generation. ACL (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Huan Sun