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ORCIDHuan Sun 0001
Person information
- affiliation: Ohio State University (OSU), Department of Computer Science and Engineering, OH, USA
- affiliation (former): University of California, Santa Barbara, CA, USA
Other persons with the same name
- Huan Sun — disambiguation page
- Huan Sun 0002
![[0000-0001-6633-9718]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-6633-9718")
— Huawei Technologies Co. Ltd, Wireless Technology Laboratory, Shanghai, China (and 1 more)
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2020 – today
- 2025
[c87]Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. ICLR 2025- [c86]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. ICLR 2025 - [c85]Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun:
Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. ICLR 2025 - [c84]Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao:
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs. ICLR 2025 - [c83]Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun:
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving. NAACL (Findings) 2025: 7620-7640 - [i73]Weidi Luo, Shenghong Dai, Xiaogeng Liu, Suman Banerjee, Huan Sun, Muhao Chen, Chaowei Xiao:
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection. CoRR abs/2502.11448 (2025) - [i72]Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, Qihui Zhang, Yuan Li, Han Bao, Zhaoyi Liu, Tianrui Guan, Dongping Chen, Ruoxi Chen, Kehan Guo, Andy Zou, Bryan Hooi Kuen-Yew, Caiming Xiong, Elias Stengel-Eskin, Hongyang Zhang, Hongzhi Yin, Huan Zhang, Huaxiu Yao, Jaehong Yoon, Jieyu Zhang, Kai Shu, Kaijie Zhu, Ranjay Krishna, Swabha Swayamdipta, Taiwei Shi, Weijia Shi, Xiang Li, Yiwei Li, Yuexing Hao, Zhihao Jia, Zhize Li, Xiuying Chen, Zhengzhong Tu, Xiyang Hu, Tianyi Zhou, Jieyu Zhao, Lichao Sun, Furong Huang, Or Cohen Sasson, Prasanna Sattigeri, Anka Reuel, Max Lamparth, Yue Zhao, Nouha Dziri, Yu Su, Huan Sun, Heng Ji, Chaowei Xiao, Mohit Bansal, Nitesh V. Chawla, Jian Pei, Jianfeng Gao, Michael Backes, Philip S. Yu, Neil Zhenqiang Gong, Pin-Yu Chen, Bo Li, Xiangliang Zhang:
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective. CoRR abs/2502.14296 (2025) - [i71]Boshi Wang, Huan Sun:
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure. CoRR abs/2504.01928 (2025) - 2024
- [c82]Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun:
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator. ACL (1) 2024: 13659-13678 - [c81]Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun:
AttributionBench: How Hard is Automatic Attribution Evaluation? ACL (Findings) 2024: 14919-14935 - [c80]Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen:
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CVPR 2024: 9556-9567 - [c79]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. ICLR 2024 - [c78]Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen:
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. ICLR 2024 - [c77]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. ICML 2024 - [c76]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. ICML 2024 - [c75]Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun:
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models. NAACL (Short Papers) 2024: 147-168 - [c74]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. NAACL-HLT 2024: 2775-2792 - [c73]Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun:
TableLlama: Towards Open Large Generalist Models for Tables. NAACL-HLT 2024: 6024-6044 - [c72]Boshi Wang, Xiang Yue, Yu Su, Huan Sun:
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization. NeurIPS 2024 - [i70]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. CoRR abs/2401.01614 (2024) - [i69]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 abs/2402.08831 (2024) - [i68]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 abs/2402.09391 (2024) - [i67]Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun:
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. CoRR abs/2402.10196 (2024) - [i66]Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun:
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator. CoRR abs/2402.10890 (2024) - [i65]Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun:
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models. CoRR abs/2402.11676 (2024) - [i64]Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun:
AttributionBench: How Hard is Automatic Attribution Evaluation? CoRR abs/2402.15089 (2024) - [i63]Zeyi Liao, Huan Sun:
AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs. CoRR abs/2404.07921 (2024) - [i62]Boshi Wang, Xiang Yue, Yu Su, Huan Sun:
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization. CoRR abs/2405.15071 (2024) - [i61]Xiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang, Shengbang Tong, Yuxuan Sun, Botao Yu, Ge Zhang, Huan Sun, Yu Su, Wenhu Chen, Graham Neubig:
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark. CoRR abs/2409.02813 (2024) - [i60]Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun:
EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. CoRR abs/2409.11295 (2024) - [i59]Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. CoRR abs/2410.05080 (2024) - [i58]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. CoRR abs/2410.05243 (2024) - [i57]Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao:
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs. CoRR abs/2410.05295 (2024) - [i56]Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li:
AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents. CoRR abs/2410.17401 (2024) - [i55]Vishal Kumar, Zeyi Liao, Jaylen Jones, Huan Sun:
AmpleGCG-Plus: A Strong Generative Model of Adversarial Suffixes to Jailbreak LLMs with Higher Success Rates in Fewer Attempts. CoRR abs/2410.22143 (2024) - [i54]Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su:
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents. CoRR abs/2411.06559 (2024) - [i53]Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun:
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving. CoRR abs/2411.07228 (2024) - 2023
- [c71]Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim:
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. ACL (1) 2023: 1321-1342 - [c70]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. ACL (2) 2023: 1359-1372 - [c69]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. ACL (1) 2023: 2717-2739 - [c68]Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun:
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. ACL (1) 2023: 12149-12163 - [c67]Bernal Jimenez Gutierrez, Huan Sun, Yu Su:
Biomedical Language Models are Robust to Sub-optimal Tokenization. BioNLP@ACL 2023: 350-362 - [c66]Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun:
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass. CCS 2023: 2665-2679 - [c65]Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun:
Automatic Evaluation of Attribution by Large Language Models. EMNLP (Findings) 2023: 4615-4635 - [c64]Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun:
Exploring Chain of Thought Style Prompting for Text-to-SQL. EMNLP 2023: 5376-5393 - [c63]Shijie Chen, Ziru Chen, Huan Sun, Yu Su:
Error Detection for Text-to-SQL Semantic Parsing. EMNLP (Findings) 2023: 11730-11743 - [c62]Boshi Wang, Xiang Yue, Huan Sun:
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate. EMNLP (Findings) 2023: 11865-11881 - [c61]Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim:
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning. ICLR 2023 - [c60]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 - [c59]Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su:
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. NeurIPS 2023 - [c58]Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun:
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. SIGDIAL 2023: 197-201 - [c57]Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti:
Models and Practice of Neural Table Representations. SIGMOD Conference Companion 2023: 83-89 - [c56]Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun:
Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy. WWW 2023: 2349-2359 - [i52]Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim:
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning. CoRR abs/2303.02861 (2023) - [i51]Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun:
Automatic Evaluation of Attribution by Large Language Models. CoRR abs/2305.06311 (2023) - [i50]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 abs/2305.13073 (2023) - [i49]Boshi Wang, Xiang Yue, Huan Sun:
Can ChatGPT Defend the Truth? Automatic Dialectical Evaluation Elicits LLMs' Deficiencies in Reasoning. CoRR abs/2305.13160 (2023) - [i48]Shijie Chen, Ziru Chen, Huan Sun, Yu Su:
Error Detection for Text-to-SQL Semantic Parsing. CoRR abs/2305.13683 (2023) - [i47]Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun:
Exploring Chain-of-Thought Style Prompting for Text-to-SQL. CoRR abs/2305.14215 (2023) - [i46]Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun:
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. CoRR abs/2305.17221 (2023) - [i45]Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su:
Mind2Web: Towards a Generalist Agent for the Web. CoRR abs/2306.06070 (2023) - [i44]Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su:
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing. CoRR abs/2306.10012 (2023) - [i43]Bernal Jiménez Gutiérrez, Huan Sun, Yu Su:
Biomedical Language Models are Robust to Sub-optimal Tokenization. CoRR abs/2306.17649 (2023) - [i42]Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun:
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. CoRR abs/2307.16081 (2023) - [i41]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 abs/2308.03688 (2023) - [i40]Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen:
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. CoRR abs/2309.05653 (2023) - [i39]Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun:
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass. CoRR abs/2309.06746 (2023) - [i38]Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun:
TableLlama: Towards Open Large Generalist Models for Tables. CoRR abs/2311.09206 (2023) - [i37]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. CoRR abs/2311.09447 (2023) - [i36]Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen:
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CoRR abs/2311.16502 (2023) - 2022
- [j8]Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu:
TURL: Table Understanding through Representation Learning. SIGMOD Rec. 51(1): 33-40 (2022) - [c55]Lingbo Mo, Ashley Lewis, Huan Sun, Michael White:
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction. ACL (Findings) 2022: 322-342 - [c54]Xiang Yue, Ziyu Yao, Huan Sun:
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. ACL (1) 2022: 1340-1351 - [c53]Boshi Wang, Xiang Deng, Huan Sun:
Iteratively Prompt Pre-trained Language Models for Chain of Thought. EMNLP 2022: 2714-2730 - [c52]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: 4497-4512 - [i35]Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun:
DOM-LM: Learning Generalizable Representations for HTML Documents. CoRR abs/2201.10608 (2022) - [i34]Boshi Wang, Xiang Deng, Huan Sun:
Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach. CoRR abs/2203.08383 (2022) - [i33]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 abs/2203.08410 (2022) - [i32]Xiang Yue, Ziyu Yao, Huan Sun:
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. CoRR abs/2203.08926 (2022) - [i31]Ziqi Chen, Oluwatosin R. Ayinde, James R. Fuchs, Huan Sun, Xia Ning:
G2Retro: Two-Step Graph Generative Models for Retrosynthesis Prediction. CoRR abs/2206.04882 (2022) - [i30]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 abs/2207.05223 (2022) - [i29]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 abs/2210.14348 (2022) - [i28]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 abs/2212.10001 (2022) - 2021
- [c51]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: 3853-3866 - [c50]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: 580-587 - [c49]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: 3759-3769 - [c48]Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun:
ReasonBERT: Pre-trained to Reason with Distant Supervision. EMNLP (1) 2021: 6112-6127 - [c47]Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig:
Learning Structural Edits via Incremental Tree Transformations. ICLR 2021 - [c46]Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun:
TopNet: Learning from Neural Topic Model to Generate Long Stories. KDD 2021: 1997-2005 - [c45]Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen:
From Tables to Knowledge: Recent Advances in Table Understanding. KDD 2021: 4060-4061 - [c44]Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson:
Structure-Grounded Pretraining for Text-to-SQL. NAACL-HLT 2021: 1337-1350 - [c43]Zhen Wang, Bo Zong, Huan Sun:
Modeling Context Pair Interaction for Pairwise Tasks on Graphs. WSDM 2021: 851-859 - [i27]Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig:
Learning Structural Edits via Incremental Tree Transformations. CoRR abs/2101.12087 (2021) - [i26]Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow:
Differential Privacy for Text Analytics via Natural Text Sanitization. CoRR abs/2106.01221 (2021) - [i25]Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun:
ReasonBERT: Pre-trained to Reason with Distant Supervision. CoRR abs/2109.04912 (2021) - [i24]Lingbo Mo, Ashley Lewis, Huan Sun, Michael White:
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction. CoRR abs/2110.08345 (2021) - [i23]Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun:
TopNet: Learning from Neural Topic Model to Generate Long Stories. CoRR abs/2112.07259 (2021) - 2020
- [j7]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): 1241-1251 (2020) - [j6]Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu:
TURL: Table Understanding through Representation Learning. Proc. VLDB Endow. 14(3): 307-319 (2020) - [j5]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): 1092-1103 (2020) - [c42]Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai:
Question-Driven Purchasing Propensity Analysis for Recommendation. AAAI 2020: 35-42 - [c41]Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun:
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset. ACL 2020: 4474-4486 - [c40]Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun:
Rationalizing Medical Relation Prediction from Corpus-level Statistics. ACL 2020: 8078-8092 - [c39]Kaushik Mani, Xiang Yue, Bernal Jimenez Gutierrez, Yungui Huang, Simon M. Lin, Huan Sun:
Clinical Phrase Mining with Language Models. BIBM 2020: 1087-1090 - [c38]Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun:
Learning a Cost-Effective Annotation Policy for Question Answering. EMNLP (1) 2020: 3051-3062 - [c37]Jie Zhao, Huan Sun:
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization. EMNLP (Findings) 2020: 4049-4059 - [c36]Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su:
An Imitation Game for Learning Semantic Parsers from User Interaction. EMNLP (1) 2020: 6883-6902 - [c35]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: 3244-3250 - [i22]Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel:
Practical Annotation Strategies for Question Answering Datasets. CoRR abs/2003.03235 (2020) - [i21]Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun:
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset. CoRR abs/2005.00574 (2020) - [i20]Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su:
An Imitation Game for Learning Semantic Parsers from User Interaction. CoRR abs/2005.00689 (2020) - [i19]Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun:
Rationalizing Medical Relation Prediction from Corpus-level Statistics. CoRR abs/2005.00889 (2020) - [i18]Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu:
TURL: Table Understanding through Representation Learning. CoRR abs/2006.14806 (2020) - [i17]Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun:
Learning a Cost-Effective Annotation Policy for Question Answering. CoRR abs/2010.03476 (2020) - [i16]Jie Zhao, Huan Sun:
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization. CoRR abs/2010.09803 (2020) - [i15]Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson:
Structure-Grounded Pretraining for Text-to-SQL. CoRR abs/2010.12773 (2020) - [i14]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 abs/2010.12800 (2020) - [i13]Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun:
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering. CoRR abs/2010.16021 (2020)
2010 – 2019
- 2019
- [c34]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: 45-52 - [c33]Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun:
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning. AAAI 2019: 2547-2554 - [c32]Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun:
Reinforced Dynamic Reasoning for Conversational Question Generation. ACL (1) 2019: 2114-2124 - [c31]Teng Xiao, Jiaxin Ren, Zaiqiao Meng, Huan Sun, Shangsong Liang:
Dynamic Bayesian Metric Learning for Personalized Product Search. CIKM 2019: 1693-1702 - [c30]Xiang Deng, Huan Sun:
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. EMNLP/IJCNLP (1) 2019: 410-420 - [c29]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: 5446-5457 - [c28]Jie Zhao, Ziyu Guan, Huan Sun:
Riker: Mining Rich Keyword Representations for Interpretable Product Question Answering. KDD 2019: 1389-1398 - [c27]Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun:
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data. KDD 2019: 1578-1586 - [c26]Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun:
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. WWW 2019: 2203-2214 - [i12]Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun:
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. CoRR abs/1904.00720 (2019) - [i11]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. CoRR abs/1906.05017 (2019) - [i10]Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun:
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data. CoRR abs/1906.09285 (2019) - [i9]Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun:
Reinforced Dynamic Reasoning for Conversational Question Generation. CoRR abs/1907.12667 (2019) - [i8]Xiang Deng, Huan Sun:
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. CoRR abs/1909.06007 (2019) - [i7]Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy:
Automatic Table completion using Knowledge Base. CoRR abs/1909.09565 (2019) - [i6]Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih:
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. CoRR abs/1910.05389 (2019) - [i5]Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy:
An End-to-End Framework for Cold Question Routing in Community Question Answering Services. CoRR abs/1911.11017 (2019) - [i4]Jie Zhao, Xiang Deng, Huan Sun:
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation. CoRR abs/1912.02367 (2019) - 2018
- [c25]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. NAACL-HLT 2018: 820-830 - [c24]Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun:
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow. WWW 2018: 1693-1703 - [i3]Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun:
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow. CoRR abs/1803.09371 (2018) - [i2]Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun:
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning. CoRR abs/1808.06740 (2018) - 2017
- [j4]Nuan Song, Tao Yang, Huan Sun:
Overlapped Subarray Based Hybrid Beamforming for Millimeter Wave Multiuser Massive MIMO. IEEE Signal Process. Lett. 24(5): 550-554 (2017) - [c23]Jie Zhao, Yu Su, Ziyu Guan, Huan Sun:
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. EMNLP 2017: 1276-1282 - [c22]Nuan Song, Pingping Wen, Huan Sun, Tao Yang:
Multi-Panel Based Hybrid Beamforming for Multi-User Massive MIMO. GLOBECOM 2017: 1-6 - [c21]Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun:
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts. WSDM 2017: 253-261 - [i1]Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan:
Global Relation Embedding for Relation Extraction. CoRR abs/1704.05958 (2017) - 2016
- [b1]Huan Sun:
Mining Disparate Sources for Question Answering. University of California, Santa Barbara, USA, 2016 - [c20]Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan:
On Generating Characteristic-rich Question Sets for QA Evaluation. EMNLP 2016: 562-572 - [c19]Nuan Song, Huan Sun, Tao Yang:
Coordinated Hybrid Beamforming for Millimeter Wave Multi-User Massive MIMO Systems. GLOBECOM 2016: 1-6 - [c18]Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang:
Augmented LSTM Framework to Construct Medical Self-Diagnosis Android. ICDM 2016: 251-260 - [c17]Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan:
Distributed Representations of Expertise. SDM 2016: 531-539 - [c16]Haiyang Zhang, Huan Sun, Tao Yang, Yann Mahe, Tchanguiz Razban:
Design of a Wideband and Dual-Polarized CPW-Fed Monopole Antenna for Future 5G Communications. VTC Fall 2016: 1-5 - [c15]Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan:
Table Cell Search for Question Answering. WWW 2016: 771-782 - [c14]Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan:
Entity Disambiguation with Linkless Knowledge Bases. WWW 2016: 1261-1270 - 2015
- [j3]Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan:
Fine-Grained Knowledge Sharing in Collaborative Environments. IEEE Trans. Knowl. Data Eng. 27(8): 2163-2174 (2015) - [c13]Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan:
Exploiting Relevance Feedback in Knowledge Graph Search. KDD 2015: 1135-1144 - [c12]Huan Sun, Haiyang Zhang, Tao Yang, Yong Liu:
A low complexity scheme for realistic multi-cell downlink coherent joint transmission. PIMRC 2015: 759-763 - [c11]Huan Sun, Tao Yang:
Performance Evaluation of Distributed Scheduling for Downlink Coherent Joint Transmission. VTC Fall 2015: 1-5 - [c10]Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai, Jingjing Liu, Ming-Wei Chang:
Open Domain Question Answering via Semantic Enrichment. WWW 2015: 1045-1055 - 2014
- [j2]Shengqi Yang, Yinghui Wu, Huan Sun, Xifeng Yan:
Schemaless and Structureless Graph Querying. Proc. VLDB Endow. 7(7): 565-576 (2014) - [j1]Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He:
Interpreting the Public Sentiment Variations on Twitter. IEEE Trans. Knowl. Data Eng. 26(5): 1158-1170 (2014) - [c9]Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan:
Analyzing expert behaviors in collaborative networks. KDD 2014: 1486-1495 - [c8]Feida Zhu, Huan Sun, Xifeng Yan:
Network mining and analysis for social applications. KDD 2014: 1974 - [c7]Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan:
A Probabilistic Approach to Uncovering Attributed Graph Anomalies. SDM 2014: 82-90 - [c6]Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyi Wu, Huan Sun, Jian Wu, Xifeng Yan:
SLQ: a user-friendly graph querying system. SIGMOD Conference 2014: 893-896 - 2013
- [c5]Huan Sun, Gengxin Miao, Xifeng Yan:
Noise-Resistant Bicluster Recognition. ICDM 2013: 707-716 - [c4]Huan Sun, Alex Morales, Xifeng Yan:
Synthetic review spamming and defense. KDD 2013: 1088-1096 - [c3]Alex Morales, Huan Sun, Xifeng Yan:
Synthetic review spamming and defense. WWW (Companion Volume) 2013: 155-156 - 2012
- [c2]Fanglei Sun, Huan Sun, Mingli You, Tao Yang, Jinhui Chen:
Enhanced Multiuser Eigenmode Transmission for Joint Frequency-Spatial Resource Allocation in OFDM-MIMO Downlink Systems. VTC Spring 2012: 1-5 - 2011
- [c1]Chongxian Zhong, Tao Yang, Huan Sun:
A priority-aware hybrid multi-hop energy saving strategy for inter-eNB scenario 2. PIMRC 2011: 1541-1545
Coauthor Index
[c87] [c86] [i72] [c82] [c80] [c79] [c78] [c76] [c72] [i70] [i67] [i66] [i62] [i61] [i59] [i58] [i54] [c70] [c68] [c67] [c65] [c63] [c60] [c59] [c58] [i51] [i50] [i48] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i36] [c52] [i33] [i30] [c48] [i25] [c36] [i20] [c29] [i6] [c25] [c23] [i1] [c20] [c15] [c13]
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