Search Results for author: MingChuan Yang

Found 7 papers, 3 papers with code

TGP: Two-modal occupancy prediction with 3D Gaussian and sparse points for 3D Environment Awareness

no code implementations13 Mar 2025 Mu Chen, Wenyu Chen, MingChuan Yang, Yuan Zhang, Tao Han, Xinchi Li, YunLong Li, Huaici Zhao

To address this issue, we propose a dual-modal prediction method based on 3D Gaussian sets and sparse points, which balances both spatial location and volumetric structural information, achieving higher accuracy in semantic occupancy prediction.

Autonomous Driving Prediction +1

Attention Heads of Large Language Models: A Survey

1 code implementation5 Sep 2024 Zifan Zheng, Yezhaohui Wang, Yuxin Huang, Shichao Song, MingChuan Yang, Bo Tang, Feiyu Xiong, Zhiyu Li

Since the advent of ChatGPT, Large Language Models (LLMs) have excelled in various tasks but remain as black-box systems.

Survey

Xinyu: An Efficient LLM-based System for Commentary Generation

no code implementations21 Aug 2024 Yiquan Wu, Bo Tang, Chenyang Xi, Yu Yu, Pengyu Wang, Yifei Liu, Kun Kuang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Jie Hu, Peng Cheng, Zhonghao Wang, Yi Wang, Yi Luo, MingChuan Yang

To address the advanced requirements, we present an argument ranking model for arguments and establish a comprehensive evidence database that includes up-to-date events and classic books, thereby strengthening the substantiation of the evidence with retrieval augmented generation (RAG) technology.

RAG Text Generation

Nearest Neighbor Classifier with Margin Penalty for Active Learning

1 code implementation17 Mar 2022 Yuan Cao, Zhiqiao Gao, Jie Hu, MingChuan Yang, Jinpeng Chen

As a result, informative samples in the margin area can not be discovered and AL performance are damaged.

Active Learning

Adaptive Graph Diffusion Networks

1 code implementation30 Dec 2020 Chuxiong Sun, Jie Hu, Hongming Gu, Jinpeng Chen, MingChuan Yang

Until the date of submission (Aug 26, 2022), AGDNs achieve top-1 performance on the ogbn-arxiv, ogbn-proteins and ogbl-ddi datasets and top-3 performance on the ogbl-citation2 dataset.

Link Prediction Node Classification +1

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