Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation. - Wenzhe Du; Haoyang Su; Cam-Tu Nguyen; Jian Sun (ACM Multimedia, 2023)

An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding. - Renqi Chen; Wenwei Han; Haohao Zhang; Haoyang Su; Zhefan Wang; Xiaolei Liu; Hao Jiang; Wanli Ouyang; Nanqing Dong (IJCAI, 2024)

Sample Efficiency Matters: Training Multimodal Conversational Recommendation Systems in a Small Data Setting. - Haoyang Su; Wenzhe Du; Xiaoliang Wang 001; Cam-Tu Nguyen (ACM Multimedia, 2024)

An exploratory study of self-supervised pre-training on partially supervised multi-label classification on chest X-ray images. - Nanqing Dong; Michael Kampffmeyer; Haoyang Su; Eric P. Xing (Appl. Soft Comput., 2024)

Toward Time-Continuous Data Inference in Sparse Urban CrowdSensing. - Ziyu Sun; Haoyang Su; Hanqi Sun; En Wang; Wenbin Liu (CoRR, 2024)

From Incomplete Coarse-Grained to Complete Fine-Grained: A Two-Stage Framework for Spatiotemporal Data Reconstruction. - Ziyu Sun; Haoyang Su; En Wang; Funing Yang; Yongjian Yang 001; Wenbin Liu (CoRR, 2024)

Two Heads Are Better Than One: A Multi-Agent System Has the Potential to Improve Scientific Idea Generation. - Haoyang Su; Renqi Chen; Shixiang Tang; Xinzhe Zheng 001; Jingzhe Li; Zhenfei Yin; Wanli Ouyang; Nanqing Dong (CoRR, 2024)

Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. - Dingning Liu; Jinzhe Li; Haoyang Su; Bei Cui; Zhihui Wang; Qingbo Yuan; Wanli Ouyang; Nanqing Dong (AAAI, 2025)

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System. - Haoyang Su; Renqi Chen; Shixiang Tang; Zhenfei Yin; Xinzhe Zheng 001; Jinzhe Li; Biqing Qi; Qi Wu; Hui Li 037; Wanli Ouyang; Philip Torr 001; Bowen Zhou 002; et al. (ACL (1), 2025)

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science. - Jie Ying; Zihong Chen; Zhefan Wang; Wanli Jiang; Chenyang Wang; Zhonghang Yuan; Haoyang Su; Huanjun Kong; Fan Yang; Nanqing Dong (ACL (1), 2025)

Numerical scheme for solving the soil-water coupling problems based on finite volume method with unstructured mesh. - Xiaohui Su; Mingliang Zhang; Degao Zou; Yong Zhao; Jiantao Zhang; Haoyang Su (J. Comput. Sci., 2025)

Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. - Dingning Liu; Jinzhe Li; Haoyang Su; Bei Cui; Zhihui Wang 001; Qingbo Yuan; Wanli Ouyang; Nanqing Dong (CoRR, 2025)

AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research. - Renqi Chen; Haoyang Su; Shixiang Tang; Zhenfei Yin; Qi Wu; Hui Li 037; Ye Sun; Nanqing Dong; Wanli Ouyang; Philip Torr 001 (CoRR, 2025)

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis. - Shaohao Rui; Haoyang Su; Jinyi Xiang; Lian-Ming Wu; Xiaosong Wang (CoRR, 2025)

CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs. - Haoyang Su; Shaohao Rui; Jinyi Xiang; Lianming Wu; Xiaosong Wang (CoRR, 2025)