research
∙
08/08/2023
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles
Multi-Agent Reinforcement Learning (MARL) has become a classic paradigm ...
share
research
∙
08/07/2023
DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
Multivariate time series long-term prediction, which aims to predict the...
research
∙
06/07/2023
A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
Healthcare knowledge graphs (HKGs) have emerged as a promising tool for ...
research
∙
05/24/2023
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Instruction-tuned models are trained on crowdsourcing datasets with task...
research
∙
05/22/2023
EntRED: Benchmarking Relation Extraction with Fewer Shortcuts
Entity names play an effective role in relation extraction (RE) and ofte...
research
∙
05/16/2023
Deep ReLU Networks Have Surprisingly Simple Polytopes
A ReLU network is a piecewise linear function over polytopes. Figuring o...
research
∙
05/26/2022
Green Hierarchical Vision Transformer for Masked Image Modeling
We present an efficient approach for Masked Image Modeling (MIM) with hi...
research
∙
03/27/2022
UV Volumes for Real-time Rendering of Editable Free-view Human Performance
Neural volume rendering has been proven to be a promising method for eff...
research
∙
03/14/2022
SimMatch: Semi-supervised Learning with Similarity Matching
Learning with few labeled data has been a longstanding problem in the co...
research
∙
03/08/2022
Where Does the Performance Improvement Come From? – A Reproducibility Concern about Image-Text Retrieval
This paper seeks to provide the information retrieval community with som...
research
∙
08/19/2021
Fair and Consistent Federated Learning
Federated learning (FL) has gain growing interests for its capability of...
research
∙
08/18/2021
Learning to Collaborate
In this paper, we focus on effective learning over a collaborative resea...
research
∙
12/04/2020
MCMC Confidence Intervals and Biases
The recent paper "Simple confidence intervals for MCMC without CLTs" by ...
research
∙
08/24/2020
The Coupling/Minorization/Drift Approach to Markov Chain Convergence Rates
This review paper provides an introduction of Markov chains and their co...
research
∙
06/10/2020
Why is Attention Not So Attentive?
Attention-based methods have played an important role in model interpret...
research
∙
05/27/2020
General-Purpose User Embeddings based on Mobile App Usage
In this paper, we report our recent practice at Tencent for user modelin...
research
∙
03/30/2019
Can WiFi Estimate Person Pose?
WiFi human sensing has achieved great progress in indoor localization, a...
research
∙
03/30/2019
Person-in-WiFi: Fine-grained Person Perception using WiFi
Fine-grained person perception such as body segmentation and pose estima...
research
∙
10/07/2018
