| 2026 | AAAI | Efficient Forecasting of Geostationary Infrared Brightness Temperature Sequences: A Benchmark and a Lightweight Model. | Kuai Dai, Hui Su, Xutao Li, Chengxing Zhai |
| 2026 | AAAI | SatSolarCast: A Flexible Framework for Multimodal Solar Irradiance Forecasting via Memory-Alignment Learning. | Kuai Dai, Hui Su, Chengxing Zhai, Huiwei Lin, Mingliang Bai |
| 2026 | ACL | AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. | Wentao Shi, Yu Wang, Yuyang Zhao, Yuxin Chen, Fuli Feng, Xueyuan Hao, Xi Su, Qi Gu, Hui Su, Xunliang Cai, Xiangnan He |
| 2026 | PAKDD | Harnessing the Power of Reinforcement Learning for Language-Model-Based Information Retriever via Query-Document Co-Augmentation. | Jingming Liu, Yumeng Li, Wei Shi, Yao-Xiang Ding, Hui Su, Kun Zhou |
| 2025 | ACL | Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. | Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen |
| 2025 | ACL | Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency. | Jiafeng Liang, Shixin Jiang, Xuan Dong, Ning Wang, Zheng Chu, Hui Su, Jinlan Fu, Ming Liu, See-Kiong Ng, Bing Qin |
| 2025 | ACL | LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding. | Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen |
| 2025 | CVPR | Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices. | Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen |
| 2025 | EMNLP | Multimodal Language Models See Better When They Look Shallower. | Haoran Chen, Junyan Lin, Xinghao Chen, Yue Fan, Jianfeng Dong, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen |
| 2025 | EMNLP | VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs. | Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen |
| 2025 | EMNLP | MultiConIR: Towards Multi-Condition Information Retrieval. | Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen |
| 2025 | ICA3PP | PSCA: A FPGA-based Protein Structure Comparison Accelerator with Symmetric Simplified Matrix. | Hui Su, Yuan Li, Xingyun Qi, Qiang Wang, Puguang Liu, Haoyu Liao, Mingche Lai |
| 2025 | ICML | SkipGPT: Each Token is One of a Kind. | Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen |
| 2025 | ICPADS | 3D-MGW: A Memory-Efficient Grouped Watermark for Multi-Object 3D Gaussian Splatting. | Hui Su, Gaolei Li, Rui Xu, Wenkai Huang, Xiaoyu Yi, Jianhua Li |
| 2024 | EMNLP | Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors. | Alex Chandler, Devesh Surve, Hui Su |
| 2024 | ISPA | A High-performance Hardware Accelerator for Genome Alignment. | Haoyu Liao, Yuan Li, Qiang Wang, Mingche Lai, Hui Su, Ziwen Li, Xingyun Qi |
| 2023 | ISSTA | ACETest: Automated Constraint Extraction for Testing Deep Learning Operators. | Jingyi Shi, Yang Xiao, Yuekang Li, Yeting Li, Dongsong Yu, Chendong Yu, Hui Su, Yufeng Chen, Wei Huo |
| 2022 | ACL | Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning. | Jie Zhou, Le Tian, Houjin Yu, Xiao Zhou, Hui Su, Jie Zhou |
| 2022 | ACL | RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. | Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou |
| 2022 | BMVC | Re-Attention Transformer for Weakly Supervised Object Localization. | Hui Su, Yue Ye, Zhiwei Chen, Mingli Song, Lechao Cheng |
| 2022 | IGARSS | Dynamic Targeting for Improved Tracking of Storm Features. | Alberto Candela, Jason Swope, Steve A. Chien, Hui Su, Peyman Tavallali |
| 2022 | IWQoS | Congestion-Aware Modeling and Analysis of Sponsored Data Plan from End User Perspective. | Yi Zhao, Qi Tan, Xiaohua Xu, Hui Su, Dan Wang, Ke Xu |
| 2022 | KDD | Temporal Multimodal Multivariate Learning. | Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve A. Chien |
| 2021 | EACL | Neural Data-to-Text Generation with LM-based Text Augmentation. | Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su |
| 2021 | EACL | Complementary Evidence Identification in Open-Domain Question Answering. | Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su |
| 2021 | HCI | Thematic Units Comparisons Between Analog and Digital Brainstorming. | Shannon Briggs, Matthew Peveler, Jaimie Drozdal, Hui Su, Jonas Braasch |
| 2021 | HCI | The Design and Evaluation of a Chatbot for Human Resources. | Jaimie Drozdal, Albert Chang, Will Fahey, Nikhilas Murthy, Lehar Mogilisetty, Jody Sunray, Curtis Powell, Hui Su |
| 2020 | ACL | Frustratingly Hard Evidence Retrieval for QA Over Books. | Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su |
| 2020 | ACL | Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. | Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow |
| 2020 | ACL | Diversifying Dialogue Generation with Non-Conversational Text. | Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou |
| 2020 | CHI | HUMAINE: Human Multi-Agent Immersive Negotiation Competition. | Rahul R. Divekar, Hui Su, Jeffrey O. Kephart, Mara Gatti de Bayser, Melina Alberio Guerra, Xiangyang Mou, Matthew Peveler, Lisha Chen |
| 2020 | CVPR | Bayesian Adversarial Human Motion Synthesis. | Rui Zhao, Hui Su, Qiang Ji |
| 2020 | EMNLP | MovieChats: Chat like Humans in a Closed Domain. | Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou |
| 2020 | HCI | Brainstorming for Sensemaking in a Multimodal, Multiuser Cognitive Environment. | Shannon Briggs, Matthew Peveler, Jaimie Drozdal, Lilit Balagyozyan, Jonas Braasch, Hui Su |
| 2020 | HCI | A Virtual Mouse Interface for Supporting Multi-user Interactions. | Matthew Peveler, Jeffrey O. Kephart, Xiangyang Mou, Gordon Clement, Hui Su |
| 2020 | ICIP | Machine Learning Based Symbol Probability Distribution Prediction For Entropy Coding In Av1. | Mingliang Chen, Hui Su, Sai Deng, Yaowu Xu |
| 2020 | IJCAI | BlueMemo: Depression Analysis through Twitter Posts. | Pengwei Hu, Chenhao Lin, Hui Su, Shaochun Li, Xue Han, Yuan Zhang, Jing Mei |
| 2020 | iLRN | A Collaborative, Immersive Language Learning Environment Using Augmented Panoramic Imagery. | Samuel Chabot, Jaimie Drozdal, Matthew Peveler, Yalun Zhou, Hui Su, Jonas Braasch |
| 2020 | IUI | Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems. | Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su |
| 2019 | AAAI | The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment. | David Allen, Rahul R. Divekar, Jaimie Drozdal, Lilit Balagyozyan, Shuyue Zheng, Ziyi Song, Huang Zou, Jeramey Tyler, Xiangyang Mou, Rui Zhao, Helen Zhou, Jianling Yue, Jeffrey O. Kephart, Hui Su |
| 2019 | ACL | Improving Multi-turn Dialogue Modelling with Utterance ReWriter. | Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou |
| 2019 | CVPR | Neuro-Inspired Eye Tracking With Eye Movement Dynamics. | Kang Wang, Hui Su, Qiang Ji |
| 2019 | CVPR | Generalizing Eye Tracking With Bayesian Adversarial Learning. | Kang Wang, Rui Zhao, Hui Su, Qiang Ji |
| 2019 | CVPR | Bayesian Hierarchical Dynamic Model for Human Action Recognition. | Rui Zhao, Wanru Xu, Hui Su, Qiang Ji |
| 2019 | EMNLP | Select and Attend: Towards Controllable Content Selection in Text Generation. | Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine |
| 2019 | EMNLP | Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. | Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow |
| 2019 | HCI | A Coordinated Multi-channel Information Presentation Framework for Data Exploration. | Zev Battad, Jeramey Tyler, Hui Su, Mei Si |
| 2019 | HCI | Language Learning in a Cognitive and Immersive Environment Using Contextualized Panoramic Imagery. | Samuel Chabot, Jaimie Drozdal, Yalun Zhou, Hui Su, Jonas Braasch |
| 2019 | HCI | Translating the Pen and Paper Brainstorming Process into a Cognitive and Immersive System. | Matthew Peveler, Shannon Briggs, Jaimie Drozdal, Lilit Balagyozyan, Chang Sun, Michael Perrone, Hui Su |
| 2019 | ICCV | Face Alignment With Kernel Density Deep Neural Network. | Lisha Chen, Hui Su, Qiang Ji |
| 2019 | ICCV | Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition. | Rui Zhao, Kang Wang, Hui Su, Qiang Ji |
| 2019 | ICIP | Machine Learning Accelerated Partition Search for Video Encoding. | Hui Su, Chi-Yo Tsai, Yunqing Wang, Yaowu Xu |
| 2019 | IJCAI | Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue. | Rahul R. Divekar, Xiangyang Mou, Lisha Chen, Mara Gatti de Bayser, Melina Alberio Guerra, Hui Su |
| 2019 | IJCAI | Reagent: Converting Ordinary Webpages into Interactive Software Agents. | Matthew Peveler, Jeffrey O. Kephart, Hui Su |
| 2019 | Interact | You Talkin' to Me? A Practical Attention-Aware Embodied Agent. | Rahul R. Divekar, Jeffrey O. Kephart, Xiangyang Mou, Lisha Chen, Hui Su |
| 2019 | IGARSS | An Eye on the Storm: Uncovering Multi-Variate Relationships with a Science-Driven System For Interactive Analysis and Visualization; Motivating Machine-Learning Discoveries for Hurricane Rapid Intensity Changes. | Svetla M. Hristova-Veleva, Bjorn Lambrigtsen, Hui Su, Jeffrey S. Reid, Saiprasanth Bhalachandran, Hua Leighton, Sundararaman Gopalakrishnan, Andrs Navarro, Francisco J. Tapiador, P. Peggy Li, Brian W. Knosp, F. Joseph Turk, William Lee Poulsen, Quoc Vu, Ziad S. Haddad, Tsae-Pyng Shen, Bryan W. Stiles |
| 2019 | IWQoS | Variety matters: a new model for the wireless data market under sponsored data plans. | Yi Zhao, Hui Su, Liang Zhang, Dan Wang, Ke Xu |
| 2019 | PCS | Machine Learning Accelerated Transform Search For AV1. | Hui Su, Mingliang Chen, Alexander Bokov, Debargha Mukherjee, Yunqing Wang, Yue Chen |
| 2018 | AAAI | Towards Better Variational Encoder-Decoders in Seq2Seq Tasks. | Xiaoyu Shen, Hui Su |
| 2018 | AAAI | Improving Variational Encoder-Decoders in Dialogue Generation. | Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg |
| 2018 | AAAI | Dialogue Generation With GAN. | Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen |
| 2018 | DCC | Intra Block Copy for Screen Content in the Emerging AV1 Video Codec. | Jiahao Li, Hui Su, Alex Converse, Bin Li, Roger Zhou, Bruce Lin, Jizheng Xu, Yan Lu, Ruiqin Xiong |
| 2018 | EMNLP | Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. | Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow |
| 2018 | PCS | An Overview of Core Coding Tools in the AV1 Video Codec. | Yue Chen, Debargha Mukherjee, Jingning Han, Adrian Grange, Yaowu Xu, Zoe Liu, Sarah Parker, Cheng Chen, Hui Su, Urvang Joshi, Ching-Han Chiang, Yunqing Wang, Paul Wilkins, Jim Bankoski, Luc N. Trudeau, Nathan E. Egge, Jean-Marc Valin, Thomas Davies, Steinar Midtskogen, Andrey Norkin, Peter De Rivaz |
| 2018 | UAI | A Cost-Effective Framework for Preference Elicitation and Aggregation. | Zhibing Zhao, Haoming Li, Junming Wang, Jeffrey O. Kephart, Nicholas Mattei, Hui Su, Lirong Xia |
| 2017 | ACL | A Conditional Variational Framework for Dialog Generation. | Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long |
| 2017 | ICONIP | Dow Jones Index is Driven Periodically by the Unemployment Rate During Economic Crisis and Non-economic Crisis Periods. | Tong Cao, Sanqing Hu, Yuying Zhu, Jianhai Zhang, Hui Su, Bocheng Wang |
| 2017 | ICONIP | Wake-Sleep Variational Autoencoders for Language Modeling. | Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow |
| 2017 | ICONIP | Causality Analysis Between Soil of Different Depth Moisture and Precipitation in the United States. | Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yuying Zhu, Bocheng Wang, Lan Jiang |
| 2017 | ICONIP | Identify Non-fatigue State to Fatigue State Using Causality Measure During Game Play. | Yuying Zhu, Yi-Ning Wu, Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yu Cao |
| 2017 | IJCNLP | DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. | Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu |
| 2017 | IGARSS | All-Weather tropospheric 3D wind from microwave sounders. | Bjorn Lambrigtsen, F. Joseph Turk, Hui Su |
| 2015 | GLOBECOM | ESTRA: Incentivizing Storage Trading for Edge Caching in Mobile Content Delivery. | Yifeng Zhong, Ke Xu, Xiang-Yang Li, Hui Su, Qingyang Xiao |
| 2015 | IWQoS | TSP: A traffic sharing platform for mobile networks. | Hui Su, Tong Li, Ke Xu, Shenglin Zhang, Xiaoliang Wang |
| 2014 | ICASSP | Exploring the use of ENF for multimedia synchronization. | Hui Su, Adi Hajj-Ahmad, Min Wu, Douglas W. Oard |
| 2014 | ICIP | Exploiting rolling shutter for ENF signal extraction from video. | Hui Su, Adi Hajj-Ahmad, Ravi Garg, Min Wu |
| 2013 | ICASSP | ENF analysis on recaptured audio recordings. | Hui Su, Ravi Garg, Adi Hajj-Ahmad, Min Wu |
| 2012 | ICIP | Evaluating the quality of individual SIFT features. | Hui Su, Wei-Hong Chuang, Wenjun Lu, Min Wu |
| 2011 | ICIP | Exploring compression effects for improved source camera identification using strongly compressed video. | Wei-Hong Chuang, Hui Su, Min Wu |
| 2008 | SERVICES | Software as a Service: Configuration and Customization Perspectives. | Wei Sun, Xin Zhang, Changjie Guo, Pei Sun, Hui Su |
| 2007 | COMPSAC | Test Case Generation for Collaborative Real-time Editing Tools. | Lian Yu, Wenping Xiao, Chang Yan Chi, Lin Ma, Hui Su |
| 2007 | HCI | Effects of Time Orientation on Design of Notification Systems. | Ding-Long Huang, Pei-Luen Patrick Rau, Hui Su, Nan Tu, Chen Zhao |
| 2006 | CIKM | The visual funding navigator: analysis of the NSF funding information. | Shixia Liu, Nan Cao, Hao Lv, Hui Su |
| 2006 | ICSOC | Towards Facilitating Development of SOA Application with Design Metrics. | Wei Zhao, Ying Liu, Jun Zhu, Hui Su |
| 2005 | ICASSP | Adaptive predict based on fading compensation for lifting-based motion compensated temporal filtering. | Li Song, Hongkai Xiong, Jizheng Xu, Feng Wu, Hui Su |
| 2003 | Interact | Multimodal Menu Interface for Mobile Web Browsing. | Xiaochuan Ma, Paul P. Maglio, Hui Su |
| 2001 | CHI | Chinese input with keyboard and eye-tracking: an anatomical study. | Jingtao Wang, Shumin Zhai, Hui Su |
| 2001 | Interact | Detectability and Comprehensibility Study on Audio Hyperlinking Methods. | Qian Ying Wang, MoWei Shen, RenDe Shui, Hui Su |
| 2000 | VCIP | Automatic text extraction from color image. | Wenping Liu, Hui Su, Chang Yan Chi |
| 1997 | ICDAR | A New Method for Segmenting Unconstrained Handwritten Numeral String. | Bin Zhao, Hui Su, Shaowei Xia |
| 1995 | ICDAR | Hierarchical neural network for recognizing hand-written characters in engineering drawings. | Hui Su, Wei Wang, Xinyou Li, Shaowei Xia |