no code implementations • 26 Dec 2023 • Yong Lai, Zhenghang Xu, Minghao Yin
The experiments on three domains of benchmarks show that PBCounter is superior to the model counters on CNF formulas.
no code implementations • 25 Dec 2023 • Zhaofan Zhang, Yanan Xiao, Lu Jiang, Dingqi Yang, Minghao Yin, Pengyang Wang
In the realm of human mobility, the decision-making process for selecting the next-visit location is intricately influenced by a trade-off between spatial and temporal constraints, which are reflective of individual needs and preferences.
1 code implementation • 31 Jan 2023 • Wenzhuo Song, Shoujin Wang, Yan Wang, Kunpeng Liu, Xueyan Liu, Minghao Yin
Next, COCO-SBRS adopts counterfactual inference to recommend items based on the outputs of the pre-trained recommendation model considering the causalities to alleviate the data sparsity problem.
no code implementations • 1 Jan 2023 • Lu Jiang, Yibin Wang, Jianan Wang, Pengyang Wang, Minghao Yin
To tackle the challenges, we formulate the problem as a course representation learning task-based and develop an Information-aware Graph Representation Learning(IaGRL) for multi-view MOOC quality evaluation.
no code implementations • 24 Dec 2022 • Yanan Xiao, Minyu Liu, Zichen Zhang, Lu Jiang, Minghao Yin, Jianan Wang
We propose to formulate the problem as a continuous reinforcement learning task, where the agent is the next flow value predictor, the action is the next time-series flow value in the sensor, and the environment state is a dynamically fused representation of the sensor and transportation network.
no code implementations • 8 Oct 2022 • Jitao Xu, Hongbo Li, Minghao Yin
It maintains a set of solutions and utilizes the information from the population to extract good partial assignments.
1 code implementation • 6 May 2021 • Shuanghong Shen, Qi Liu, Zhenya Huang, Yonghe Zheng, Minghao Yin, Minjuan Wang, Enhong Chen
We hope that the current survey will assist both researchers and practitioners in fostering the development of KT, thereby benefiting a broader range of students.
no code implementations • 19 Sep 2020 • Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
To address the question, we develop a single-agent reinforced feature selection approach integrated with restructured choice strategy.
5 code implementations • ECCV 2020 • Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
This paper first studies the non-local block in depth, where we find that its attention computation can be split into two terms, a whitened pairwise term accounting for the relationship between two pixels and a unary term representing the saliency of every pixel.
Ranked #20 on Semantic Segmentation on Cityscapes test (using extra training data)
no code implementations • 16 Apr 2019 • Minghao Yin, Xiu Li, Yongbing Zhang, Shiqi Wang
In this paper, we aim to understand Residual Network (ResNet) in a scientifically sound way by providing a bridge between ResNet and Feynman path integral.
no code implementations • 31 May 2017 • Junping Zhou, Huanyao Sun, Feifei Ma, Jian Gao, Ke Xu, Minghao Yin
We introduce a diversified top-k partial MaxSAT problem, a combination of partial MaxSAT problem and enumeration problem.
no code implementations • 15 Feb 2017 • Yiyuan Wang, Shaowei Cai, Minghao Yin
This paper proposes a new local search algorithm for the MWDS problem, which is based on two new ideas.
no code implementations • 24 Oct 2014 • Yong Lai, Dayou Liu, Minghao Yin
This paper augments OBDD with conjunctive decomposition to propose a generalization called OBDD[$\wedge$].
no code implementations • 11 Sep 2013 • Junping Zhou, Weihua Su, Minghao Yin
This allows us to directly plug the marginal probabilities into the partition function and efficiently count the number of solutions for CSP.