no code implementations • EACL (DravidianLangTech) 2021 • Bo Huang, Yang Bai
Among the known tasks related to offensive speech detection, this is the first task to detect offensive comments posted in social media comments in the Dravidian language.
no code implementations • EACL (DravidianLangTech) 2021 • Bo Huang, Yang Bai
The data of the meme classification task is the fusion data of text and image information.
no code implementations • EACL (LTEDI) 2021 • Bo Huang, Yang Bai
The data set in the shared task consists of three different languages (English, Tamil, and Malayalam).
1 code implementation • 8 Apr 2024 • Zhengde Zhang, Yiyu Zhang, Haodong Yao, Jianwen Luo, Rui Zhao, Bo Huang, Jiameng Zhao, Yipu Liao, Ke Li, Lina Zhao, Jun Cao, Fazhi Qi, Changzheng Yuan
To address this challenge, a sophisticated large language model system named as Xiwu has been developed, allowing you switch between the most advanced foundation models and quickly teach the model domain knowledge.
1 code implementation • 13 Mar 2024 • Maonan Wang, Aoyu Pang, Yuheng Kan, Man-on Pun, Chung Shue Chen, Bo Huang
Specifically, a hybrid framework that augments LLMs with a suite of perception and decision-making tools is proposed, facilitating the interrogation of both the static and dynamic traffic information.
no code implementations • 22 Jan 2024 • Shenwang Jiang, Jianan Li, Ying Wang, Wenxuan Wu, Jizhou Zhang, Bo Huang, Tingfa Xu
Noisy labels, inevitably existing in pseudo segmentation labels generated from weak object-level annotations, severely hampers model optimization for semantic segmentation.
1 code implementation • 14 Dec 2023 • Mingyang Chen, Bo Huang, Junda Lu, Bing Li, Yi Wang, Minhao Cheng, Wei Wang
This ensures the memory efficiency of our method and provides a flexible tradeoff between time and memory budgets, allowing us to distil ImageNet-1K using a minimum of only 6. 5GB of GPU memory.
2 code implementations • 5 Dec 2023 • Xianping Ma, Qianqian Wu, Xingyu Zhao, Xiaokang Zhang, Man-on Pun, Bo Huang
Furthermore, the boundary loss capitalizes on the distinctive features of SGB by directing the model's attention to the boundary information of the object.
no code implementations • 4 Dec 2023 • Chunjing Gan, Bo Huang, Binbin Hu, Jian Ma, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Guannan Zhang, Wenliang Zhong
To help merchants/customers to provide/access a variety of services through miniapps, online service platforms have occupied a critical position in the effective content delivery, in which how to recommend items in the new domain launched by the service provider for customers has become more urgent.
no code implementations • 23 Nov 2023 • Chunjing Gan, Binbin Hu, Bo Huang, Tianyu Zhao, Yingru Lin, Wenliang Zhong, Zhiqiang Zhang, Jun Zhou, Chuan Shi
In this paper, we highlight that both conformity and risk preference matter in making fund investment decisions beyond personal interest and seek to jointly characterize these aspects in a disentangled manner.
1 code implementation • 15 Oct 2023 • Zheng Ma, Changxin Wang, Bo Huang, Zixuan Zhu, Jianbing Zhang
Several models adopted a non-autoregressive manner to speed up the process.
1 code implementation • 11 Sep 2023 • Yide Qiu, Shaoxiang Ling, Tong Zhang, Bo Huang, Zhen Cui
To perform effective learning on the large-scale UniKG, two key measures are taken, including (i) the semantic alignment strategy for multi-attribute entities, which projects the feature description of multi-attribute nodes into a common embedding space to facilitate node aggregation in a large receptive field; (ii) proposing a novel plug-and-play anisotropy propagation module (APM) to learn effective multi-hop anisotropy propagation kernels, which extends methods of large-scale homogeneous graphs to heterogeneous graphs.
no code implementations • 17 May 2023 • Wei Feng, Lvwei Wang, Zaiyun Lin, Yanhao Zhu, Han Wang, Jianqiang Dong, Rong Bai, Huting Wang, Jielong Zhou, Wei Peng, Bo Huang, Wenbiao Zhou
Generative models for molecules based on sequential line notation (e. g.
1 code implementation • 13 Mar 2023 • Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu
Chemical reactions are the fundamental building blocks of drug design and organic chemistry research.
1 code implementation • CVPR 2023 • Bo Huang, Mingyang Chen, Yi Wang, Junda Lu, Minhao Cheng, Wei Wang
Thus, recent studies concern about adversarial distillation (AD) that aims to inherit not only prediction accuracy but also adversarial robustness of a robust teacher model under the paradigm of robust optimization.
1 code implementation • CVPR 2022 • Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, Se Lei, Yichen Guo, Bo Huang
E-commerce images are playing a central role in attracting people's attention when retailing and shopping online, and an accurate attention prediction is of significant importance for both customers and retailers, where its research is yet to start.
Ranked #2 on Saliency Prediction on SALECI
1 code implementation • 30 Dec 2021 • Shenwang Jiang, Jianan Li, Ying Wang, Bo Huang, Zhang Zhang, Tingfa Xu
In practice, however, biased samples with corrupted labels and of tailed classes commonly co-exist in training data.
no code implementations • 29 Nov 2021 • Weichuan Wang, Zhiwen Xie, Jin Liu, Yucong Duan, Bo Huang, Junsheng Zhang
However, KGs are always incomplete, especially the new constructed COVID-19 KGs.
no code implementations • SEMEVAL 2021 • Bo Huang, Yang Bai, Xiaobing Zhou
This article introduces the system description of the hub team, which explains the related work and experimental results of our team{'}s participation in SemEval 2021 Task 5: Toxic Spans Detection.
no code implementations • SEMEVAL 2021 • Bo Huang, Yang Bai
The final scores of the prediction results of the two subtask test sets submitted by our team are task1a 0. 921 (F1), task1a 0. 9364 (Accuracy), task1b 0. 6288 (RMSE), task1c 0. 5333 (F1), task1c 0. 0. 5591 (Accuracy), and task2 0. 5027 (RMSE) respectively.
no code implementations • SEMEVAL 2021 • Bo Huang, Yang Bai, Xiaobing Zhou
Use Inception block as a shared layer to learn sentence and word frequency information We described the implementation of our best system and discussed our methods and experiments in the task.
no code implementations • SEMEVAL 2021 • Bo Huang, Yang Bai, Xiaobing Zhou
What we need to do is to use our method to determine as accurately as possible the meaning of the words in a sentence pair are the same or different.
no code implementations • 24 Nov 2020 • Xiang Yu, Fuping Chu, Junqi Wu, Bo Huang
The recommendation system is an important commercial application of machine learning, where billions of feed views in the information flow every day.
no code implementations • 22 Aug 2020 • Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
The objective is then to propose an adversarial learning framework that can automatically generate such tensor for an unplanned area.
no code implementations • 12 Aug 2020 • Jiajun Cai, Bo Huang
Pansharpening aims to fuse panchromatic and multispectral images from the satellite to generate images with both high spatial and spectral resolution.
no code implementations • 6 Aug 2020 • Bo Huang, Ye Bi, Zhen-Yu Wu, Jianming Wang, Jing Xiao
The problem of session-based recommendation aims to predict user next actions based on session histories.
no code implementations • 28 Mar 2020 • Fenxi Xiao, Jie Zhang, Bo Huang, Xia Wu
The main purpose of this paper is to design a network framework that can extract and recombine the content and style of the characters.
no code implementations • 27 Mar 2020 • Fenxi Xiao, Bo Huang, Xia Wu
In this paper, we propose and end-to-end deep Chinese font generation system.
no code implementations • 16 Mar 2020 • Yican Chen, Zhi Luo, Xia Wu, Huidong Yang, Bo Huang
Fourier ptychography is a recently explored imaging method for overcoming the diffraction limit of conventional cameras with applications in microscopy and yielding high-resolution images.
no code implementations • 16 Mar 2020 • Cankun Qiu, Zhi Luo, Xia Wu, Huidong Yang, Bo Huang
Due to the non-unique relationship between physical structures and optical responses, we first train a forward neural network, and then it is applied to the inverse design of multilayer nanoparticles.
no code implementations • 22 Aug 2019 • Zihan Liu, Bo Huang, Yuqi Cui, Yifan Xu, Bo Zhang, Lixia Zhu, Yang Wang, Lei Jin, Dongrui Wu
Accurate classification of embryo early development stages can provide embryologists valuable information for assessing the embryo quality, and hence is critical to the success of IVF.
1 code implementation • ACL 2019 • Zi Chai, Xinyu Xing, Xiaojun Wan, Bo Huang
For openQG task, we construct OQGenD, the first dataset as far as we know, and propose a model based on conditional generative adversarial networks and our question evaluation model.
1 code implementation • ICLR 2018 • chao qiao, Bo Huang, guocheng niu, daren li, daxiang dong, wei he, dianhai yu, Hua Wu
In this paper, we propose a new method of learning and utilizing task-specific distributed representations of n-grams, referred to as “region embeddings”.
no code implementations • 25 Jan 2017 • Yuanyi Zhong, Jiansheng Chen, Bo Huang
Although these methods differ essentially in many aspects, a common practice of them is to specifically align the facial area based on the prior knowledge of human face structure before feature extraction.
no code implementations • 22 Jul 2013 • Cun Mu, Bo Huang, John Wright, Donald Goldfarb
The most popular convex relaxation of this problem minimizes the sum of the nuclear norms of the unfoldings of the tensor.