no code implementations • 25 Jul 2024 • Shalini Sushri, Rahul Dass, Rhea Basappa, Hong Lu, Ashok Goel
The Virtual Experimental Research Assistant (VERA) is an inquiry-based learning environment that empowers a learner to build conceptual models of complex ecological systems and experiment with agent-based simulations of the models.
1 code implementation • 18 Apr 2024 • Wu Ran, Peirong Ma, Zhiquan He, Hao Ren, Hong Lu
By integrating CoI-M with the rain-/detail-aware Contrastive learning, we develop CoIC, an innovative and potent algorithm tailored for training models on mixed datasets.
no code implementations • 30 Nov 2023 • Lingyi Hong, Wei zhang, Shuyong Gao, Hong Lu, Wenqiang Zhang
We evaluate our method on several benchmark datasets and achieve state-of-the-art results.
no code implementations • 1 Aug 2023 • Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Yu Shi, Ling Zhang
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer in which the tumor-vascular involvement greatly affects the resectability and, thus, overall survival of patients.
no code implementations • 26 Jul 2023 • Hong Lu, Chuan Li, Yinheng Li, Jie Zhao
The drug development process necessitates that pharmacologists undertake various tasks, such as reviewing literature, formulating hypotheses, designing experiments, and interpreting results.
no code implementations • 4 Jan 2023 • Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Lingyun Huang, Jing Xiao, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian
Lymph node (LN) metastasis status is one of the most critical prognostic and cancer staging factors for patients with resectable pancreatic ductal adenocarcinoma (PDAC), or in general, for any types of solid malignant tumors.
1 code implementation • 13 Jan 2022 • Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu
Natural language interfaces (NLIs) provide users with a convenient way to interactively analyze data through natural language queries.
1 code implementation • 3 Dec 2021 • Wu Ran, Bohong Yang, Peirong Ma, Hong Lu
To alleviate the reliance of deep models on large labeled datasets, we propose the task-driven image rain and noise removal (TRNR) based on a patch analysis strategy.
no code implementations • 24 Nov 2021 • Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Ying Shan, Sai-Kit Yeung
The huge domain gap between sketches and photos and the highly abstract sketch representations pose challenges for sketch-based image retrieval (\underline{SBIR}).
1 code implementation • 29 Jan 2019 • Hao Ren, Jianlin Su, Hong Lu
In this paper, we propose a new image classification task called Top-2 classification to evaluate the generalization ability of CNNs and CapsNets.
1 code implementation • 22 Oct 2018 • Hao Ren, Hong Lu
Combined with our compositional weighted coding method and the routing algorithm, we design a neural network for text classification.
Ranked #2 on Text Classification on Sogou News