Huan Sun

200 papers A* 43A 5B 5Journal 106Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Continual Learning of Computer-Use Agents for Environment Adaptation.
CoRR
Tianci Xue, Zeyi Liao, Tianneng Shi, Zilu Wang, Kai Zhang, Dawn Song, Yu Su, Huan Sun
2026 J jnl
Beyond Clicking:A Step Towards Generalist GUI Grounding via Text Dragging.
CoRR
Zeyi Liao, Yadong Lu, Boyu Gou, Huan Sun, Ahmed Awadallah
2026 J jnl
Emergent Social Intelligence Risks in Generative Multi-Agent Systems.
CoRR
Yue Huang, Yu Jiang, Wenjie Wang, Haomin Zhuang, Xiaonan Luo, Yuchen Ma, Zhangchen Xu, Zichen Chen, Nuno Moniz, Zinan Lin, Pin-Yu Chen, Nitesh V. Chawla, Nouha Dziri, Huan Sun, Xiangliang Zhang
2026 J jnl
EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution.
CoRR
Tianshu Zhang, Kun Qian, Siddhartha Sahai, Yuan Tian, Shaddy Garg, Huan Sun, Yunyao Li
2026 J jnl
REMem: Reasoning with Episodic Memory in Language Agent.
CoRR
Yiheng Shu, Saisri Padmaja Jonnalagedda, Xiang Gao, Bernal Jiménez Gutiérrez, Weijian Qi, Kamalika Das, Huan Sun, Yu Su
2026 J jnl
SciNav: A General Agent Framework for Scientific Coding Tasks.
CoRR
Tianshu Zhang, Huan Sun
2026 J jnl
When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents.
CoRR
Yuting Ning, Jaylen Jones, Zhehao Zhang, Chentao Ye, Weitong Ruan, Junyi Li, Rahul Gupta, Huan Sun
2026 J jnl
When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents.
CoRR
Jaylen Jones, Zhehao Zhang, Yuting Ning, Eric Fosler-Lussier, Pierre-Luc St-Charles, Yoshua Bengio, Dawn Song, Yu Su, Huan Sun
2025 — conf
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection.
ACL (1)
Weidi Luo, Shenghong Dai, Xiaogeng Liu, Suman Banerjee, Huan Sun, Muhao Chen, Chaowei Xiao
2025 J jnl
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection.
CoRR
Weidi Luo, Shenghong Dai, Xiaogeng Liu, Suman Banerjee, Huan Sun, Muhao Chen, Chaowei Xiao
2025 J jnl
Accelerating Scientific Discovery with Autonomous Goal-evolving Agents.
CoRR
Yuanqi Du, Botao Yu, Tianyu Liu, Tony Shen, Junwu Chen, Jan G. Rittig, Kunyang Sun, Yikun Zhang, Zhangde Song, Bo Zhou, Cassandra Masschelein, Yingze Wang, Haorui Wang, Haojun Jia, Chao Zhang, Hongyu Zhao, Martin Ester, Teresa Head-Gordon, Carla P. Gomes, Huan Sun, Chenru Duan, Philippe Schwaller, Wengong Jin
2025 A* conf
AdvAgent: Controllable Blackbox Red-teaming on Web Agents.
ICML
Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li
2025 J jnl
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.
CoRR
Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu
2025 J jnl
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents.
CoRR
Yueqi Song, Ketan Ramaneti, Zaid Sheikh, Ziru Chen, Boyu Gou, Tianbao Xie, Yiheng Xu, Danyang Zhang, Apurva Gandhi, Fan Yang, Joseph Liu, Tianyue Ou, Zhihao Yuan, Frank Xu, Shuyan Zhou, Xingyao Wang, Xiang Yue, Tao Yu, Huan Sun, Yu Su, Graham Neubig
2025 J jnl
Agent Learning via Early Experience.
CoRR
Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu
2025 J jnl
An Illusion of Progress? Assessing the Current State of Web Agents.
CoRR
Tianci Xue, Weijian Qi, Tianneng Shi, Chan Hee Song, Boyu Gou, Dawn Song, Huan Sun, Yu Su
2025 A* conf
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs.
ICLR
Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao
2025 A* conf
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
EMNLP
Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun
2025 J jnl
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
CoRR
Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun
2025 J jnl
EVOSCHEMA: TOWARDS TEXT-TO-SQL ROBUSTNESS AGAINST SCHEMA EVOLUTION.
Proc. VLDB Endow.
Tianshu Zhang, Kun Qian, Siddhartha Sahai, Yuan Tian, Shaddy Garg, Huan Sun, Yunyao Li
2025 A* conf
Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage.
ICLR
Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun
2025 J jnl
Evaluating Large Language Models in Scientific Discovery.
CoRR
Zhangde Song, Jieyu Lu, Yuanqi Du, Botao Yu, Thomas M. Pruyn, Yue Huang, Kehan Guo, Xiuzhe Luo, Yuanhao Qu, Yi Qu, Yinkai Wang, Haorui Wang, Jeff Guo, Jingru Gan, Parshin Shojaee, Di Luo, Andres M. Bran, Gen Li, Qiyuan Zhao, Shao-Xiong Lennon Luo, Yuxuan Zhang, Xiang Zou, Wanru Zhao, Yifan F. Zhang, Wucheng Zhang, Shunan Zheng, Saiyang Zhang, Sartaaj Takrim Khan, Mahyar Rajabi Kochi, Samantha Paradi-Maropakis, Tony Baltoiu, Fengyu Xie, Tianyang Chen, Kexin Huang, Weiliang Luo, Meijing Fang, Xin Yang, Lixue Cheng, Jiajun He, Soha Hassoun, Xiangliang Zhang, Wei Wang, Chandan K. Reddy, Chao Zhang, Zhiling Zheng, Mengdi Wang, Le Cong, Carla P. Gomes, Chang-Yu Hsieh, Aditya Nandy, Philippe Schwaller, Heather J. Kulik, Haojun Jia, Huan Sun, Seyed Mohamad Moosavi, Chenru Duan
2025 — conf
First Workshop on Novel Optimizations for Visionary AI Systems (NOVAS).
SIGMOD Conference Companion
Gerardo Vitagliano, Chunwei Liu, Lei Cao, Huan Sun, Paolo Papotti
2025 J jnl
GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation.
Trans. GIS
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 J jnl
GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation.
CoRR
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 J jnl
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation.
CoRR
Sayash Kapoor, Benedikt Stroebl, Peter Kirgis, Nitya Nadgir, Zachary S. Siegel, Boyi Wei, Tianci Xue, Ziru Chen, Felix Chen, Saiteja Utpala, Franck Ndzomga, Dheeraj Oruganty, Sophie Luskin, Kangheng Liu, Botao Yu, Amit Arora, Dongyoon Hahm, Harsh Trivedi, Huan Sun, Juyong Lee, Tengjun Jin, Yifan Mai, Yifei Zhou, Yuxuan Zhu, Rishi Bommasani, Daniel Kang, Dawn Song, Peter Henderson, Yu Su, Percy Liang, Arvind Narayanan
2025 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
Trans. Mach. Learn. Res.
Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2025 J jnl
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure.
CoRR
Boshi Wang, Huan Sun
2025 J jnl
LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework.
CoRR
Frazier N. Baker, Daniel Adu-Ampratwum, Reza Averly, Botao Yu, Huan Sun, Xia Ning
2025 — conf
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
ACL (1)
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
2025 J jnl
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
CoRR
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su
2025 A* conf
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
ICLR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2025 J jnl
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective.
CoRR
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
2025 J jnl
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments.
CoRR
Zeyi Liao, Jaylen Jones, Linxi Jiang, Eric Fosler-Lussier, Yu Su, Zhiqiang Lin, Huan Sun
2025 J jnl
ScholarEval: Research Idea Evaluation Grounded in Literature.
CoRR
Hanane Nour Moussa, Patrick Queiroz Da Silva, Daniel Adu-Ampratwum, Alyson East, Zitong Lu, Nikki Puccetti, Mingyi Xue, Huan Sun, Bodhisattwa Prasad Majumder, Sachin Kumar
2025 A* conf
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
ICLR
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
2025 — conf
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving.
NAACL (Findings)
Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun
2025 J jnl
WebGuard: Building a Generalizable Guardrail for Web Agents.
CoRR
Boyuan Zheng, Zeyi Liao, Scott Salisbury, Zeyuan Liu, Michael Lin, Qinyuan Zheng, Zifan Wang, Xiang Deng, Dawn Song, Huan Sun, Yu Su
2024 — conf
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models.
NAACL (Short Papers)
Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun
2024 J jnl
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models.
CoRR
Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun
2024 J jnl
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.
CoRR
Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun
2024 J jnl
AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents.
CoRR
Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li
2024 A* conf
AgentBench: Evaluating LLMs as Agents.
ICLR
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
2024 J jnl
AmpleGCG-Plus: A Strong Generative Model of Adversarial Suffixes to Jailbreak LLMs with Higher Success Rates in Fewer Attempts.
CoRR
Vishal Kumar, Zeyi Liao, Jaylen Jones, Huan Sun
2024 J jnl
AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs.
CoRR
Zeyi Liao, Huan Sun
2024 — conf
AttributionBench: How Hard is Automatic Attribution Evaluation?
ACL (Findings)
Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun
2024 J jnl
AttributionBench: How Hard is Automatic Attribution Evaluation?
CoRR
Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun
2024 J jnl
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs.
CoRR
Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao
2024 J jnl
EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage.
CoRR
Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun
2024 A* conf
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
ICML
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 J jnl
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
CoRR
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 J jnl
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization.
CoRR
Boshi Wang, Xiang Yue, Yu Su, Huan Sun
2024 A* conf
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization.
NeurIPS
Boshi Wang, Xiang Yue, Yu Su, Huan Sun
2024 — conf
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities.
NAACL-HLT
Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun
2024 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
CoRR
Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2024 J jnl
LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset.
CoRR
Botao Yu, Frazier N. Baker, Ziqi Chen, Xia Ning, Huan Sun
2024 A* conf
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.
ICLR
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2024 J jnl
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
CoRR
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
2024 A* conf
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CVPR
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
2024 J jnl
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
CoRR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2024 J jnl
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
CoRR
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
2024 — conf
TableLlama: Towards Open Large Generalist Models for Tables.
NAACL-HLT
Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun
2024 J jnl
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving.
CoRR
Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun
2024 — conf
WebOlympus: An Open Platform for Web Agents on Live Websites.
EMNLP (System Demonstrations)
Boyuan Zheng, Boyu Gou, Scott Salisbury, Zheng Du, Huan Sun, Yu Su
2024 — conf
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.
ACL (1)
Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun
2024 J jnl
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.
CoRR
Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun
2024 A* conf
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.
ICML
Bo Peng, Xinyi Ling, Ziru Chen, Huan Sun, Xia Ning
2024 J jnl
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.
CoRR
Bo Peng, Xinyi Ling, Ziru Chen, Huan Sun, Xia Ning
2023 J jnl
AgentBench: Evaluating LLMs as Agents.
CoRR
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
2023 — conf
Automatic Evaluation of Attribution by Large Language Models.
EMNLP (Findings)
Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun
2023 J jnl
Automatic Evaluation of Attribution by Large Language Models.
CoRR
Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun
2023 — conf
Biomedical Language Models are Robust to Sub-optimal Tokenization.
BioNLP@ACL
Bernal Jimenez Gutierrez, Huan Sun, Yu Su
2023 J jnl
Biomedical Language Models are Robust to Sub-optimal Tokenization.
CoRR
Bernal Jiménez Gutiérrez, Huan Sun, Yu Su
2023 — conf
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate.
EMNLP (Findings)
Boshi Wang, Xiang Yue, Huan Sun
2023 J jnl
Can ChatGPT Defend the Truth? Automatic Dialectical Evaluation Elicits LLMs' Deficiencies in Reasoning.
CoRR
Boshi Wang, Xiang Yue, Huan Sun
2023 A* conf
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass.
CCS
Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun
2023 J jnl
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass.
CoRR
Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun
2023 — conf
Error Detection for Text-to-SQL Semantic Parsing.
EMNLP (Findings)
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
2023 J jnl
Error Detection for Text-to-SQL Semantic Parsing.
CoRR
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
2023 A* conf
Exploring Chain of Thought Style Prompting for Text-to-SQL.
EMNLP
Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
2023 J jnl
Exploring Chain-of-Thought Style Prompting for Text-to-SQL.
CoRR
Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
2023 — conf
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.
ACL (1)
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
2023 J jnl
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.
CoRR
Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun
2023 J jnl
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities.
CoRR
Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun
2023 J jnl
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.
CoRR
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2023 J jnl
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CoRR
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
2023 A* conf
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
NeurIPS
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 J jnl
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
CoRR
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 A* conf
Mind2Web: Towards a Generalist Agent for the Web.
NeurIPS
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su
2023 J jnl
Mind2Web: Towards a Generalist Agent for the Web.
CoRR
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su
2023 — conf
Models and Practice of Neural Table Representations.
SIGMOD Conference Companion
Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti
2023 A* conf
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.
ICLR
Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim
2023 J jnl
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.
CoRR
Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim
2023 B conf
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
SIGDIAL
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
2023 J jnl
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
CoRR
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
2023 A* conf
Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy.
WWW
Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun
2023 — conf
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe.
ACL (1)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim
2023 J jnl
TableLlama: Towards Open Large Generalist Models for Tables.
CoRR
Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun
2023 — conf
Text-to-SQL Error Correction with Language Models of Code.
ACL (2)
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
2023 J jnl
Text-to-SQL Error Correction with Language Models of Code.
CoRR
Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
2023 — conf
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.
ACL (1)
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
2022 J jnl
Bootstrapping a User-Centered Task-Oriented Dialogue System.
CoRR
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
2022 J jnl
DOM-LM: Learning Generalizable Representations for HTML Documents.
CoRR
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
2022 J jnl
G
CoRR
Ziqi Chen, Oluwatosin R. Ayinde, James R. Fuchs, Huan Sun, Xia Ning
2022 A* conf
Iteratively Prompt Pre-trained Language Models for Chain of Thought.
EMNLP
Boshi Wang, Xiang Deng, Huan Sun
2022 J jnl
Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach.
CoRR
Boshi Wang, Xiang Deng, Huan Sun
2022 — conf
Synthetic Question Value Estimation for Domain Adaptation of Question Answering.
ACL (1)
Xiang Yue, Ziyu Yao, Huan Sun
2022 J jnl
Synthetic Question Value Estimation for Domain Adaptation of Question Answering.
CoRR
Xiang Yue, Ziyu Yao, Huan Sun
2022 J jnl
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe.
CoRR
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim
2022 J jnl
TURL: Table Understanding through Representation Learning.
SIGMOD Rec.
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2022 — conf
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su
2022 J jnl
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.
CoRR
Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su
2022 — conf
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction.
ACL (Findings)
Lingbo Mo, Ashley Lewis, Huan Sun, Michael White
2022 J jnl
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.
CoRR
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
2021 — conf
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.
EMNLP (1)
Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon M. Lin, Huan Sun
2021 — conf
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering.
BIBM
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
2021 — conf
Differential Privacy for Text Analytics via Natural Text Sanitization.
ACL/IJCNLP (Findings)
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
2021 J jnl
Differential Privacy for Text Analytics via Natural Text Sanitization.
CoRR
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
2021 A* conf
From Tables to Knowledge: Recent Advances in Table Understanding.
KDD
Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen
2021 A* conf
Learning Structural Edits via Incremental Tree Transformations.
ICLR
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
2021 J jnl
Learning Structural Edits via Incremental Tree Transformations.
CoRR
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
2021 A conf
Modeling Context Pair Interaction for Pairwise Tasks on Graphs.
WSDM
Zhen Wang, Bo Zong, Huan Sun
2021 — conf
ReasonBERT: Pre-trained to Reason with Distant Supervision.
EMNLP (1)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2021 J jnl
ReasonBERT: Pre-trained to Reason with Distant Supervision.
CoRR
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2021 — conf
Structure-Grounded Pretraining for Text-to-SQL.
NAACL-HLT
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2021 A* conf
TopNet: Learning from Neural Topic Model to Generate Long Stories.
KDD
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
2021 J jnl
TopNet: Learning from Neural Topic Model to Generate Long Stories.
CoRR
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
2021 J jnl
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction.
CoRR
Lingbo Mo, Ashley Lewis, Huan Sun, Michael White
2020 — conf
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization.
EMNLP (Findings)
Jie Zhao, Huan Sun
2020 J jnl
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization.
CoRR
Jie Zhao, Huan Sun
2020 — conf
An Imitation Game for Learning Semantic Parsers from User Interaction.
EMNLP (1)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
An Imitation Game for Learning Semantic Parsers from User Interaction.
CoRR
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.
CoRR
Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Emmett Jesrani, Simon M. Lin, Huan Sun
2020 J jnl
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering.
CoRR
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
2020 — conf
Clinical Phrase Mining with Language Models.
BIBM
Kaushik Mani, Xiang Yue, Bernal Jimenez Gutierrez, Yungui Huang, Simon M. Lin, Huan Sun
2020 A* conf
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset.
ACL
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
2020 J jnl
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset.
CoRR
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
2020 J jnl
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments.
IEEE Trans. Knowl. Data Eng.
Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He
2020 A* conf
EndCold: An End-to-End Framework for Cold Question Routing in Community Question Answering Services.
IJCAI
Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy
2020 J jnl
Graph embedding on biomedical networks: methods, applications and evaluations.
Bioinform.
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun
2020 — conf
Learning a Cost-Effective Annotation Policy for Question Answering.
EMNLP (1)
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun
2020 J jnl
Learning a Cost-Effective Annotation Policy for Question Answering.
CoRR
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun
2020 J jnl
Practical Annotation Strategies for Question Answering Datasets.
CoRR
Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel
2020 A* conf
Question-Driven Purchasing Propensity Analysis for Recommendation.
AAAI
Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai
2020 A* conf
Rationalizing Medical Relation Prediction from Corpus-level Statistics.
ACL
Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun
2020 J jnl
Rationalizing Medical Relation Prediction from Corpus-level Statistics.
CoRR
Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun
2020 J jnl
Structure-Grounded Pretraining for Text-to-SQL.
CoRR
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2020 J jnl
TURL: Table Understanding through Representation Learning.
CoRR
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2020 J jnl
TURL: Table Understanding through Representation Learning.
Proc. VLDB Endow.
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2019 J jnl
An End-to-End Framework for Cold Question Routing in Community Question Answering Services.
CoRR
Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy
2019 A* conf
Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks.
AAAI
Long Chen, Ziyu Guan, Wei Zhao, Wanqing Zhao, Xiaopeng Wang, Zhou Zhao, Huan Sun
2019 J jnl
Automatic Table completion using Knowledge Base.
CoRR
Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy
2019 A* conf
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning.
WWW
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
2019 J jnl
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning.
CoRR
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
2019 A conf
Dynamic Bayesian Metric Learning for Personalized Product Search.
CIKM
Teng Xiao, Jiaxin Ren, Zaiqiao Meng, Huan Sun, Shangsong Liang
2019 J jnl
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation.
CoRR
Jie Zhao, Xiang Deng, Huan Sun
2019 J jnl
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations.
CoRR
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun
2019 A* conf
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.
AAAI
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
2019 — conf
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.
EMNLP/IJCNLP (1)
Xiang Deng, Huan Sun
2019 J jnl
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.
CoRR
Xiang Deng, Huan Sun
2019 — conf
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
EMNLP/IJCNLP (1)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2019 J jnl
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
CoRR
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2019 — conf
Reinforced Dynamic Reasoning for Conversational Question Generation.
ACL (1)
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2019 J jnl
Reinforced Dynamic Reasoning for Conversational Question Generation.
CoRR
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2019 A* conf
Riker: Mining Rich Keyword Representations for Interpretable Product Question Answering.
KDD
Jie Zhao, Ziyu Guan, Huan Sun
2019 A* conf
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data.
KDD
Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun
2019 J jnl
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data.
CoRR
Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun
2018 — conf
Global Relation Embedding for Relation Extraction.
NAACL-HLT
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2018 J jnl
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.
CoRR
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
2018 A* conf
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow.
WWW
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
2018 J jnl
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow.
CoRR
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
2017 A* conf
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective.
EMNLP
Jie Zhao, Yu Su, Ziyu Guan, Huan Sun
2017 J jnl
Global Relation Embedding for Relation Extraction.
CoRR
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
2017 B conf
Multi-Panel Based Hybrid Beamforming for Multi-User Massive MIMO.
GLOBECOM
Nuan Song, Pingping Wen, Huan Sun, Tao Yang
2017 J jnl
Overlapped Subarray Based Hybrid Beamforming for Millimeter Wave Multiuser Massive MIMO.
IEEE Signal Process. Lett.
Nuan Song, Tao Yang, Huan Sun
2017 A conf
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts.
WSDM
Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun
2016 A* conf
Augmented LSTM Framework to Construct Medical Self-Diagnosis Android.
ICDM
Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang
2016 B conf
Coordinated Hybrid Beamforming for Millimeter Wave Multi-User Massive MIMO Systems.
GLOBECOM
Nuan Song, Huan Sun, Tao Yang
2016 — conf
Design of a Wideband and Dual-Polarized CPW-Fed Monopole Antenna for Future 5G Communications.
VTC Fall
Haiyang Zhang, Huan Sun, Tao Yang, Yann Mahe, Tchanguiz Razban
2016 A conf
Distributed Representations of Expertise.
SDM
Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan
2016 A* conf
Entity Disambiguation with Linkless Knowledge Bases.
WWW
Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan
2016 — —
Mining Disparate Sources for Question Answering.
Huan Sun
2016 A* conf
On Generating Characteristic-rich Question Sets for QA Evaluation.
EMNLP
Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan
2016 A* conf
Table Cell Search for Question Answering.
WWW
Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan
2015 B conf
A low complexity scheme for realistic multi-cell downlink coherent joint transmission.
PIMRC
Huan Sun, Haiyang Zhang, Tao Yang, Yong Liu
2015 A* conf
Exploiting Relevance Feedback in Knowledge Graph Search.
KDD
Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan
2015 J jnl
Fine-Grained Knowledge Sharing in Collaborative Environments.
IEEE Trans. Knowl. Data Eng.
Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan
2015 A* conf
Open Domain Question Answering via Semantic Enrichment.
WWW
Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai, Jingjing Liu, Ming-Wei Chang
2015 — conf
Performance Evaluation of Distributed Scheduling for Downlink Coherent Joint Transmission.
VTC Fall
Huan Sun, Tao Yang
2014 A conf
A Probabilistic Approach to Uncovering Attributed Graph Anomalies.
SDM
Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan
2014 A* conf
Analyzing expert behaviors in collaborative networks.
KDD
Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan
2014 J jnl
Interpreting the Public Sentiment Variations on Twitter.
IEEE Trans. Knowl. Data Eng.
Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He
2014 A* conf
Network mining and analysis for social applications.
KDD
Feida Zhu, Huan Sun, Xifeng Yan
2014 — conf
SLQ: a user-friendly graph querying system.
SIGMOD Conference
Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyi Wu, Huan Sun, Jian Wu, Xifeng Yan
2014 J jnl
Schemaless and Structureless Graph Querying.
Proc. VLDB Endow.
Shengqi Yang, Yinghui Wu, Huan Sun, Xifeng Yan
2013 A* conf
Noise-Resistant Bicluster Recognition.
ICDM
Huan Sun, Gengxin Miao, Xifeng Yan
2013 A* conf
Synthetic review spamming and defense.
KDD
Huan Sun, Alex Morales, Xifeng Yan
2013 — conf
Synthetic review spamming and defense.
WWW (Companion Volume)
Alex Morales, Huan Sun, Xifeng Yan
2012 — conf
Enhanced Multiuser Eigenmode Transmission for Joint Frequency-Spatial Resource Allocation in OFDM-MIMO Downlink Systems.
VTC Spring
Fanglei Sun, Huan Sun, Mingli You, Tao Yang, Jinhui Chen
2011 B conf
A priority-aware hybrid multi-hop energy saving strategy for inter-eNB scenario 2.
PIMRC
Chongxian Zhong, Tao Yang, Huan Sun