| 2026 | ACL | OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation. | Ziyi Wang, Yuxuan Lu, Wenbo Li, Amirali Amini, Bo Sun, Yakov Bart, Weimin Lyu, Jiri Gesi, Tian Wang, Jing Huang, Yu Su, Upol Ehsan, Malihe Alikhani, Toby Jia-Jun Li, Lydia B. Chilton, Dakuo Wang |
| 2025 | AAAI | VERSE: Verification-based Self-Play for Code Instructions. | Hao Jiang, Qi Liu, Rui Li, Yuze Zhao, Yixiao Ma, Shengyu Ye, Junyu Lu, Yu Su |
| 2025 | AAAI | Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship. | Junfeng Kang, Rui Li, Qi Liu, Zhenya Huang, Zheng Zhang, Yanjiang Chen, Linbo Zhu, Yu Su |
| 2025 | AAAI | ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction. | Zixiao Kong, Xianquan Wang, Shuanghong Shen, Keyu Zhu, Huibo Xu, Yu Su |
| 2025 | ACL | PQR: Improving Dense Retrieval via Potential Query Modeling. | Junfeng Kang, Rui Li, Qi Liu, Yanjiang Chen, Zheng Zhang, Junzhe Jiang, Heng Yu, Yu Su |
| 2025 | ACL | UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation. | Rui Li, Liyang He, Qi Liu, Zheng Zhang, Heng Yu, Yuyang Ye, Linbo Zhu, Yu Su |
| 2025 | ACL | Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents. | Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Hassan Awadallah |
| 2025 | ACL | Completing A Systematic Review in Hours instead of Months with Interactive AI Agents. | Rui Qiu, Shijie Chen, Yu Su, Po-Yin Yen, Han-Wei Shen |
| 2025 | ACL | MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark. | 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 | CVPR | Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis. | Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel I. Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao |
| 2025 | CVPR | RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics. | Chan Hee Song, Valts Blukis, Jonathan Tremblay, Stephen Tyree, Yu Su, Stan Birchfield |
| 2025 | CVPR | Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. | Ziheng Zhang, Jianyang Gu, Arpita Chowdhury, Zheda Mai, David Carlyn, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao |
| 2025 | EMNLP | SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery. | Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yu Su, Haofei Yu, Jiaxuan You |
| 2025 | ICLR | ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. | 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 | ICLR | Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers. | Shijie Chen, Bernal Jimenez Gutierrez, Yu Su |
| 2025 | ICLR | Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. | Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su |
| 2025 | ICLR | VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents. | Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Xixuan Song, Yifan Xu, Shudan Zhang, Hanyu Lai, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang |
| 2025 | ICML | From RAG to Memory: Non-Parametric Continual Learning for Large Language Models. | Bernal Jimnez Gutirrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su |
| 2025 | IJCNN | M2SOPT: Multi-scale Multi-modal Survival Outcome Prediction Transformer. | Yu Su, Peng Wang |
| 2025 | ITC | IEA-Plugin: An AI Agent Reasoner for Test Data Analytics. | Seoyeon Kim, Yu Su, Li-C. Wang |
| 2025 | IWQoS | Particle Field Diffusion Evolutionary for Multi-Objective QoS Optimization in Swarm UAVs. | Yu Su, Zhaochang Jiang, Junyi Zhang |
| 2025 | KDD | Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. | Xianquan Wang, Likang Wu, Zhi Li, Haitao Yuan, Shuanghong Shen, Huibo Xu, Yu Su, Chenyi Lei |
| 2025 | NAACL | MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools. | Nishant Subramani, Jason Eisner, Justin Svegliato, Benjamin Van Durme, Yu Su, Sam Thomson |
| 2024 | AAAI | CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework. | Rui Li, Liyang He, Qi Liu, Yuze Zhao, Zheng Zhang, Zhenya Huang, Yu Su, Shijin Wang |
| 2024 | ACL | When is Tree Search Useful for LLM Planning? It Depends on the Discriminator. | Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun |
| 2024 | ACL | LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error. | Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su |
| 2024 | ACL | RePair: Automated Program Repair with Process-based Feedback. | Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su |
| 2024 | CIKM | Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach. | Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen |
| 2024 | CIKM | Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs. | Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su |
| 2024 | CVPR | Dual-View Visual Contextualization for Web Navigation. | Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao |
| 2024 | CVPR | CenterPoint Transformer for BEV Object Detection with Automotive Radar. | Loveneet Saini, Yu Su, Hasan Tercan, Tobias Meisen |
| 2024 | CVPR | BioCLIP: A Vision Foundation Model for the Tree of Life. | Samuel Stevens, Jiaman Wu, Matthew J. Thompson, Elizabeth G. Campolongo, Chan Hee Song, David Edward Carlyn, Li Dong, Wasila M. Dahdul, Charles V. Stewart, Tanya Y. Berger-Wolf, Wei-Lun Chao, Yu Su |
| 2024 | CVPR | MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. | 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 | DASFAA | Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. | Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su |
| 2024 | EMNLP | Language Agents: Foundations, Prospects, and Risks. | Yu Su, Diyi Yang, Shunyu Yao, Tao Yu |
| 2024 | EMNLP | Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments. | Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su |
| 2024 | EMNLP | I-AM-G: Interest Augmented Multimodal Generator for Item Personalization. | Xianquan Wang, Likang Wu, Shukang Yin, Zhi Li, Yanjiang Chen, Hufeng Hufeng, Yu Su, Qi Liu |
| 2024 | EMNLP | WebOlympus: An Open Platform for Web Agents on Live Websites. | Boyuan Zheng, Boyu Gou, Scott Salisbury, Zheng Du, Huan Sun, Yu Su |
| 2024 | ICLR | AgentBench: Evaluating LLMs as Agents. | 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 | ICLR | MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. | Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin |
| 2024 | ICLR | A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis. | Dipanjyoti Paul, Arpita Chowdhury, Xinqi Xiong, Feng-Ju Chang, David Edward Carlyn, Samuel Stevens, Kaiya Provost, Anuj Karpatne, Bryan Carstens, Daniel I. Rubenstein, Charles V. Stewart, Tanya Y. Berger-Wolf, Yu Su, Wei-Lun Chao |
| 2024 | ICLR | Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts. | Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su |
| 2024 | ICLR | MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. | Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen |
| 2024 | ICML | MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions. | Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang |
| 2024 | ICML | TravelPlanner: A Benchmark for Real-World Planning with Language Agents. | Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su |
| 2024 | ICML | GPT-4V(ision) is a Generalist Web Agent, if Grounded. | Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su |
| 2024 | IGARSS | Urban Land-Use Classification with Multi-Source Self-Supervised Representation Learning and Correlation Modeling. | Ruiyi Yang, Yu Su, Yanfei Zhong |
| 2024 | IECON | Research on Speed Prediction Algorithm for Underwater Unmanned Vehicles. | Xue Du, Zhitao Feng, Chenglong Xu, Yu Su, Shen Tian |
| 2024 | IECON | Research on Intermittent Pinning-containment Control of the Underactuated AUV Swarm. | Xue Du, Wanying Wei, Yu Su, Qiyang Wu, Xiangsong Meng |
| 2024 | IWCMC | Orthogonal Chirp Division Multiplexing Waveform Design for 6G mmWave UAV Integrated Sensing and Communication. | Ziwei Wan, Zhen Gao, Fabien Hliot, Yu Su, Zhonghuai Wu, Lei Chen, Qu Luo, Pei Xiao |
| 2024 | WWW | Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm. | Jiatong Li, Qi Liu, Fei Wang, Jiayu Liu, Zhenya Huang, Fangzhou Yao, Linbo Zhu, Yu Su |
| 2023 | ACL | Text-to-SQL Error Correction with Language Models of Code. | Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun |
| 2023 | ACL | Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. | Yu Gu, Xiang Deng, Yu Su |
| 2023 | ACL | Few-shot In-context Learning on Knowledge Base Question Answering. | Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen |
| 2023 | ACL | Privacy-Preserving Domain Adaptation of Semantic Parsers. | Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin |
| 2023 | ACL | Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. | Kai Zhang, Bernal Jimenez Gutierrez, Yu Su |
| 2023 | ACL | Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms. | Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun |
| 2023 | CAV | Learning Assumptions for Compositional Verification of Timed Automata. | Hanyue Chen, Yu Su, Miaomiao Zhang, Zhiming Liu, Junri Mi |
| 2023 | CIKM | A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. | Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su |
| 2023 | CIKM | PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation Learning. | Minghui Shan, Yixiao Ma, Shulan Ruan, Zhi Cao, Shiwei Tong, Qi Liu, Yu Su, Shijin Wang |
| 2023 | EMNLP | Error Detection for Text-to-SQL Semantic Parsing. | Shijie Chen, Ziru Chen, Huan Sun, Yu Su |
| 2023 | EMNLP | Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion. | Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen, Kin Wah Fung, Yu Su, Olivier Bodenreider |
| 2023 | EMNLP | Automatic Evaluation of Attribution by Large Language Models. | Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun |
| 2023 | ICCV | LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models. | Chan Hee Song, Brian M. Sadler, Jiaman Wu, Wei-Lun Chao, Clayton Washington, Yu Su |
| 2023 | ICDCS | Reliable Data Delivery in Underwater Optical Wireless Sensor Networks. | Yu Tian, Lei Wang, Chi Lin, Haipeng Dai, Yu Su, Bingxian Lu, Zhenquan Qin, Peizheng Guo |
| 2023 | SIGdial | Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. | 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 |
| 2022 | ACL | Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. | Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios |
| 2022 | COLING | ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering. | Yu Gu, Yu Su |
| 2022 | CVPR | One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones. | Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su |
| 2022 | DASC | UAV-based 5G Air-to-Ground Integrated Wireless Network Coverage. | Yu Su |
| 2022 | EMNLP | Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. | Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su |
| 2022 | EMNLP | When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. | Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su |
| 2022 | GLOBECOM | A Cloud-based IoMT Data Sharing Scheme with Conditional Anonymous Source Authentication. | Yan-Ping Wang, Xiao-Fen Wang, Hong-Ning Dai, Xiaosong Zhang, Yu Su, Muhammad Imran, Nidal Nasser |
| 2022 | ICTAI | Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing. | Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang |
| 2022 | KDD | HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework. | Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu, Wei Huang, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang |
| 2022 | QRS | CIL-BSP: Bug Report Severity Prediction based on Class Imbalanced Learning. | Yu Su, Xinping Hu, Xiang Chen, Yubin Qu, Qianshuang Meng |
| 2022 | SIGIR | PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing. | Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen |
| 2022 | SIGIR | Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect. | Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen |
| 2022 | WSDM | AdaptKT: A Domain Adaptable Method for Knowledge Tracing. | Song Cheng, Qi Liu, Enhong Chen, Kai Zhang, Zhenya Huang, Yu Yin, Xiaoqing Huang, Yu Su |
| 2021 | ACL | A Systematic Investigation of KB-Text Embedding Alignment at Scale. | Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su |
| 2021 | EMNLP | ReasonBERT: Pre-trained to Reason with Distant Supervision. | Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun |
| 2021 | ICDM | Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective. | Jie Huang, Qi Liu, Fei Wang, Zhenya Huang, Songtao Fang, Runze Wu, Enhong Chen, Yu Su, Shijin Wang |
| 2021 | ISCAS | A Stealthy Hardware Trojan Design and Corresponding Detection Method. | Yu Su, Haihua Shen, Renjie Lu, Yunying Ye |
| 2021 | KDD | DisenQNet: Disentangled Representation Learning for Educational Questions. | Zhenya Huang, Xin Lin, Hao Wang, Qi Liu, Enhong Chen, Jianhui Ma, Yu Su, Wei Tong |
| 2021 | KDD | Learning Process-consistent Knowledge Tracing. | Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang |
| 2021 | NAACL | Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. | Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas |
| 2021 | WWW | Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. | Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su |
| 2021 | SIGIR | RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems. | Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, Mu-Chun Wang, Jianhui Ma, Shijin Wang, Yu Su |
| 2020 | ACL | Logical Natural Language Generation from Open-Domain Tables. | Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang |
| 2020 | DASC | A Trust-Based Security Scheme for 5G UAV Communication Systems. | Yu Su, Jian Zhou, Zhinuan Guo |
| 2020 | EMNLP | KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. | Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang |
| 2020 | EMNLP | Document Classification for COVID-19 Literature. | Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su |
| 2020 | EMNLP | An Imitation Game for Learning Semantic Parsers from User Interaction. | Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su |
| 2020 | ICDM | Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing. | Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang |
| 2020 | SIGIR | Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process. | Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang |
| 2019 | AAAI | Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. | Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang |
| 2019 | ACL | Global Textual Relation Embedding for Relational Understanding. | Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su |
| 2019 | DASC | An Emergency Mobile Communication System Based on Fixed-Wing Drone and Satellite Transmission Access. | Jian Zhou, Yu Su, Penglin Li |
| 2019 | DCC | Event-Triggered Stochastic Control via Constrained Quantization. | Hikmet Yildiz, Yu Su, Anatoly Khina, Babak Hassibi |
| 2019 | EC | Optimal Pricing in Markets with Non-Convex Costs. | Navid Azizan Ruhi, Yu Su, Krishnamurthy Dvijotham, Adam Wierman |
| 2019 | EMNLP | Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. | Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih |
| 2019 | ICDM | Constructing Educational Concept Maps with Multiple Relationships from Multi-Source Data. | Xiaoqing Huang, Qi Liu, Chao Wang, Haoyu Han, Jianhui Ma, Enhong Chen, Yu Su, Shijin Wang |
| 2019 | ICDM | HierCon: Hierarchical Organization of Technical Documents Based on Concepts. | Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan |
| 2019 | KDD | QuesNet: A Unified Representation for Heterogeneous Test Questions. | Yu Yin, Qi Liu, Zhenya Huang, Enhong Chen, Wei Tong, Shijin Wang, Yu Su |
| 2019 | NAACL | How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. | Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang |
| 2018 | AAAI | Exercise-Enhanced Sequential Modeling for Student Performance Prediction. | Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris H. Q. Ding, Si Wei, Guoping Hu |
| 2018 | ACL | DialSQL: Dialogue Based Structured Query Generation. | Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan |
| 2018 | DASC | A Novel Solution to Improve Network Coverage and Capacity with EasyMacro. | Yu Su, Yan Zhang |
| 2018 | DASFAA | MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment. | Tianyu Zhu, Qi Liu, Zhenya Huang, Enhong Chen, Defu Lian, Yu Su, Guoping Hu |
| 2018 | EMNLP | XL-NBT: A Cross-lingual Neural Belief Tracking Framework. | Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang |
| 2018 | EMNLP | What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. | Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2018 | ICDM | Concept Mining via Embedding. | Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan |
| 2018 | IJCCI | Computational Modelling Auditory Awareness. | Yu Su, Jingyu Wang, Ke Zhang, Kurosh Madani, Xianyu Wang |
| 2018 | KDD | Finding Similar Exercises in Online Education Systems. | Qi Liu, Zai Huang, Zhenya Huang, Chuanren Liu, Enhong Chen, Yu Su, Guoping Hu |
| 2018 | NAACL | Global Relation Embedding for Relation Extraction. | Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan |
| 2018 | SIGIR | Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs. | Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White |
| 2018 | WSDM | First Workshop on Knowledge Base Construction, Mining and Reasoning. | Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su |
| 2018 | SDM | Unsupervised Neural Categorization for Scientific Publications. | Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan |
| 2017 | AAAI | Question Difficulty Prediction for READING Problems in Standard Tests. | Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu |
| 2017 | CIKM | Tracking Knowledge Proficiency of Students with Educational Priors. | Yuying Chen, Qi Liu, Zhenya Huang, Le Wu, Enhong Chen, Runze Wu, Yu Su, Guoping Hu |
| 2017 | CIKM | Building Natural Language Interfaces to Web APIs. | Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnacin |
| 2017 | EMNLP | Cross-domain Semantic Parsing via Paraphrasing. | Yu Su, Xifeng Yan |
| 2017 | EMNLP | Recovering Question Answering Errors via Query Revision. | Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2017 | EMNLP | An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. | Jie Zhao, Yu Su, Ziyu Guan, Huan Sun |
| 2017 | ICMV | Aggregated channels network for real-time pedestrian detection. | Farzin Ghorban, Javier Marn, Yu Su, Alessandro Colombo, Anton Kummert |
| 2017 | QRS | A Novel Model for Software Development and Testing in Programmable Logic. | Tao Zhang, Yu Su, Jianmin Wang, Jinbo Wang |
| 2016 | DASFAA | Collaborative Learning Team Formation: A Cognitive Modeling Perspective. | Yuping Liu, Qi Liu, Runze Wu, Enhong Chen, Yu Su, Zhigang Chen, Guoping Hu |
| 2016 | EMNLP | On Generating Characteristic-rich Question Sets for QA Evaluation. | Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan |
| 2016 | EMNLP | Improving Semantic Parsing via Answer Type Inference. | Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan |
| 2016 | ICINCO | Researching Attitude-control Algorithm of Ejection Seats based on Time-sharing Strategy. | Minghuan Zhang, Ming Wu, Yu Su, Cheng Zhang |
| 2016 | WWW | Table Cell Search for Question Answering. | Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan |
| 2016 | SDM | A Fast Kernel for Attributed Graphs. | Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan |
| 2015 | DASFAA | Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling. | Lei Hou, Juanzi Li, Xiaoli Li, Yu Su |
| 2015 | HiPC | Load Balancing and Accelerating Parallel Spatial Join Operations Using Bitmap Indexing. | Sameh Shohdy, Yu Su, Gagan Agrawal |
| 2015 | HPDC | In-Situ Bitmaps Generation and Efficient Data Analysis based on Bitmaps. | Yu Su, Yi Wang, Gagan Agrawal |
| 2015 | ICASSP | Universal outlier hypothesis testing: Application to anomaly detection. | Yun Li, Sirin Nitinawarat, Yu Su, Venugopal V. Veeravalli |
| 2015 | IJCAI | Cognitive Modelling for Predicting Examinee Performance. | Runze Wu, Qi Liu, Yuping Liu, Enhong Chen, Yu Su, Zhigang Chen, Guoping Hu |
| 2015 | KDD | Exploiting Relevance Feedback in Knowledge Graph Search. | Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan |
| 2015 | WWW | Real-Time News Cer tification System on Sina Weibo. | Xing Zhou, Juan Cao, Zhiwei Jin, Fei Xie, Yu Su, Dafeng Chu, Xuehui Cao, Junqiang Zhang |
| 2015 | SSDBM | A novel approach for approximate aggregations over arrays. | Yi Wang, Yu Su, Gagan Agrawal |
| 2014 | HPDC | Supporting correlation analysis on scientific datasets in parallel and distributed settings. | Yu Su, Gagan Agrawal, Jonathan Woodring, Ayan Biswas, Han-Wei Shen |
| 2014 | ICPP | Parallel Pointer Analysis with CFL-Reachability. | Yu Su, Ding Ye, Jingling Xue |
| 2014 | ISSRE | WPBOUND: Enforcing Spatial Memory Safety Efficiently at Runtime with Weakest Preconditions. | Ding Ye, Yu Su, Yulei Sui, Jingling Xue |
| 2013 | CCGRID | Supporting a Light-Weight Data Management Layer over HDF5. | Yi Wang, Yu Su, Gagan Agrawal |
| 2013 | HiPC | Accelerating inclusion-based pointer analysis on heterogeneous CPU-GPU systems. | Yu Su, Ding Ye, Jingling Xue |
| 2013 | HOTNETS | On the validity of geosocial mobility traces. | Zengbin Zhang, Lin Zhou, Xiaohan Zhao, Gang Wang, Yu Su, Miriam J. Metzger, Haitao Zheng, Ben Y. Zhao |
| 2013 | HPDC | Taming massive distributed datasets: data sampling using bitmap indices. | Yu Su, Gagan Agrawal, Jonathan Woodring, Kary L. Myers, Joanne Wendelberger, James P. Ahrens |
| 2013 | SC | SDQuery DSI: integrating data management support with a wide area data transfer protocol. | Yu Su, Yi Wang, Gagan Agrawal, Rajkumar Kettimuthu |
| 2012 | BMVC | BiCov: a novel image representation for person re-identification and face verification. | Bingpeng Ma, Yu Su, Frdric Jurie |
| 2012 | CCGRID | Supporting User-Defined Subsetting and Aggregation over Parallel NetCDF Datasets. | Yu Su, Gagan Agrawal |
| 2012 | ECCV | Local Descriptors Encoded by Fisher Vectors for Person Re-identification. | Bingpeng Ma, Yu Su, Frdric Jurie |
| 2012 | ECCV | Learning Compact Visual Attributes for Large-Scale Image Classification. | Yu Su, Frdric Jurie |
| 2012 | ICPP | Automatic Parallelization of Tiled Loop Nests with Enhanced Fine-Grained Parallelism on GPUs. | Peng Di, Ding Ye, Yu Su, Yulei Sui, Jingling Xue |
| 2012 | ICPP | Indexing and Parallel Query Processing Support for Visualizing Climate Datasets. | Yu Su, Gagan Agrawal, Jonathan Woodring |
| 2012 | SC | Light-Weight Data Management Solutions for Visualization and Dissemination of Massive Scientific Datasets - Position Paper. | Gagan Agrawal, Yu Su |
| 2011 | CIS | The Implementation of Trust Model in the P2P Patch Distribution System. | Jihai Huang, Yu Su, Min Cao |
| 2011 | ICCV | Visual word disambiguation by semantic contexts. | Yu Su, Frdric Jurie |
| 2011 | ICDM | Evaluating Hurricane Intensity Prediction Techniques in Real Time. | Vladimir Jovanovic, Margaret H. Dunham, Michael Hahsler, Yu Su |
| 2011 | VINCI | A graph-based fuzzy linguistic metadata schema for describing spatial relationships. | Yu Su, Margaret H. Dunham |
| 2010 | BMVC | Improving object classification using semantic attributes. | Yu Su, Moray Allan, Frdric Jurie |
| 2010 | CVPR | Adaptive generic learning for face recognition from a single sample per person. | Yu Su, Shiguang Shan, Xilin Chen, Wen Gao |
| 2010 | ICDM | A New Data Mining Model for Hurricane Intensity Prediction. | Yu Su, Sudheer Chelluboina, Michael Hahsler, Margaret H. Dunham |
| 2009 | APSEC | Scheduling Test Execution of WBEM Applications. | Lian Yu, Yu Su, Qianxing Wang |
| 2008 | CVPR | Unified Principal Component Analysis with generalized Covariance Matrix for face recognition. | Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen, Wen Gao |
| 2008 | CVPR | Classifiability-based Optimal Discriminatory Projection Pursuit. | Yu Su, Shiguang Shan, Xilin Chen, Wen Gao |
| 2008 | GRC | Analysis of Neuronal Ensembles Encoding Model in Invasive Brain-computer Interface Study using Radial-Basis-Function Networks. | Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Yu Yi, Qingbo Wang, Yu Su, Weidong Chen, Xiaoxiang Zheng |
| 2008 | TASE | Completeness and Consistency Analysis on Requirements of Distributed Event-Driven Systems. | Lian Yu, Shuang Su, Shan Luo, Yu Su |
| 2007 | ICCV | Hierarchical Ensemble of Global and Local Classifiers for Face Recognition. | Yu Su, Shiguang Shan, Xilin Chen, Wen Gao |
| 2006 | ICPR | Ensemble of Piecewise FDA Based on Spatial Histograms of Local (Gabor) Binary Patterns for Face Recognition | Shiguang Shan, Wenchao Zhang, Yu Su, Xilin Chen, Wen Gao |
| 2006 | ICPR | Ensemble of Piecewise FDA Based on Spatial Histograms of Local (Gabor) Binary Patterns for Face Recognition. | Shiguang Shan, Wenchao Zhang, Yu Su, Xilin Chen, Wen Gao |
| 2006 | ICPR | Patch-Based Gabor Fisher Classifier for Face Recognition. | Yu Su, Shiguang Shan, Xilin Chen, Wen Gao |
| 2005 | BMVC | Multiple Fisher Classifiers Combination for Face Recognition based on Grouping AdaBoosted Gabor Features. | Yu Su, Shiguang Shan, Bo Cao, Xilin Chen, Wen Gao |