1 code implementation • 25 Mar 2024 • Ziwei Chai, Guoyin Wang, Jing Su, Tianjie Zhang, Xuanwen Huang, Xuwu Wang, Jingjing Xu, Jianbo Yuan, Hongxia Yang, Fei Wu, Yang Yang
We present Expert-Token-Routing, a unified generalist framework that facilitates seamless integration of multiple expert LLMs.
1 code implementation • 24 Feb 2024 • Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang
Large Language Model (LLM) Agents have recently garnered increasing interest yet they are limited in their ability to learn from trial and error, a key element of intelligent behavior.
no code implementations • 15 Feb 2024 • Jing Su, Chufeng Jiang, Xin Jin, Yuxin Qiao, Tingsong Xiao, Hongda Ma, Rong Wei, Zhi Jing, Jiajun Xu, Junhong Lin
This systematic literature review comprehensively examines the application of Large Language Models (LLMs) in forecasting and anomaly detection, highlighting the current state of research, inherent challenges, and prospective future directions.
1 code implementation • 10 Jan 2024 • Xueyu Hu, Ziyu Zhao, Shuang Wei, Ziwei Chai, Qianli Ma, Guoyin Wang, Xuwu Wang, Jing Su, Jingjing Xu, Ming Zhu, Yao Cheng, Jianbo Yuan, Jiwei Li, Kun Kuang, Yang Yang, Hongxia Yang, Fei Wu
In this paper, we introduce InfiAgent-DABench, the first benchmark specifically designed to evaluate LLM-based agents on data analysis tasks.
1 code implementation • 18 May 2022 • Xuran Li, Peng Wu, Jing Su
We propose in this paper a new fairness criterion, accurate fairness, to align individual fairness with accuracy.
no code implementations • ICCV 2023 • Liang Xu, Ziyang Song, Dongliang Wang, Jing Su, Zhicheng Fang, Chenjing Ding, Weihao Gan, Yichao Yan, Xin Jin, Xiaokang Yang, Wenjun Zeng, Wei Wu
We present a GAN-based Transformer for general action-conditioned 3D human motion generation, including not only single-person actions but also multi-person interactive actions.
no code implementations • 1 Mar 2022 • Minghan Chen, Chunrui Xu, Ziang Xu, wei he, Haorui Zhang, Jing Su, Qianqian Song
Those genes involved in the TGF-\b{eta} pathway and their crosstalk with the ERBB pathway presented a strong survival prognosis in clinical lung cancer samples.
no code implementations • CVPR 2022 • Xi Guo, Wei Wu, Dongliang Wang, Jing Su, Haisheng Su, Weihao Gan, Jian Huang, Qin Yang
In this paper, we take an early step towards video representation learning of human actions with the help of largescale synthetic videos, particularly for human motion representation enhancement.
no code implementations • 3 Dec 2020 • Jing Su, Qingyun Dai, Frank Guerin, Mian Zhou
Visual storytelling is a creative and challenging task, aiming to automatically generate a story-like description for a sequence of images.
Ranked #21 on Visual Storytelling on VIST (CIDEr metric)
no code implementations • 2 Dec 2020 • Jing Su, Chenghua Lin, Mian Zhou, Qingyun Dai, Haoyu Lv
In this paper, we propose an end-to-end CNN-LSTM model for generating descriptions for sequential images with a local-object attention mechanism.
no code implementations • 2 Dec 2020 • Tangqing Cao, Wenqi Guo, Wang Lu, Yunfei Xue, Wenjun Lu, Jing Su, Christian H. Liebscher, Chang Liu, Gerhard Dehm
Such a softening behavior can be related to the interaction of dislocations with short-range clustering.
Materials Science
no code implementations • 15 Sep 2020 • Haisheng Su, Jing Su, Dongliang Wang, Weihao Gan, Wei Wu, Mengmeng Wang, Junjie Yan, Yu Qiao
Second, the parameter frequency distribution is further adopted to guide the student network to learn the appearance modeling process from the teacher.
no code implementations • 9 Jan 2020 • Andrew Anderson, Jing Su, Rozenn Dahyot, David Gregg
Hardware-Software Co-Design is a highly successful strategy for improving performance of domain-specific computing systems.
no code implementations • 3 Nov 2019 • Bridget Kane, Jing Su, Saturnino Luz
While machine learning (ML) systems have produced great advances in several domains, their use in support of complex cooperative work remains a research challenge.
no code implementations • 15 Jan 2019 • Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vallez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot and, Nuria Pazos
In this work, we present a modular AI pipeline as an integrating framework to bring data, algorithms, and deployment tools together.
no code implementations • WS 2016 • Jing Su, Oisín Boydell, Derek Greene, Gerard Lynch
Topic modelling techniques such as LDA have recently been applied to speech transcripts and OCR output.