b'Chao Zhang'

research

∙ 09/17/2023

Enhancing Quantised End-to-End ASR Models via Personalisation

Recent end-to-end automatic speech recognition (ASR) models have become ...

0 Qiuming Zhao, et al. ∙

research

∙ 09/14/2023

A Multi-In and Multi-Out Dendritic Neuron Model and its Optimization

Artificial neural networks (ANNs), inspired by the interconnection of re...

0 Yu Ding, et al. ∙

research

∙ 09/13/2023

Can Whisper perform speech-based in-context learning

This paper investigates the in-context learning abilities of the Whisper...

0 Siyin Wang, et al. ∙

research

∙ 09/12/2023

AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer

Renal pathology, as the gold standard of kidney disease diagnosis, requi...

0 Tao Ma, et al. ∙

research

∙ 09/01/2023

PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer

Polymer simulation with both accuracy and efficiency is a challenging ta...

0 Rui Feng, et al. ∙

research

∙ 08/27/2023

Situated Natural Language Explanations

Natural language is among the most accessible tools for explaining decis...

0 Zining Zhu, et al. ∙

research

∙ 08/25/2023

Multiscale modeling of thermal properties in Polyurethane incorporated with phase change materials composites: A case study

Polyurethane (PU) is an ideal thermal insulation material due to its exc...

0 Bokai Liu, et al. ∙

research

∙ 08/24/2023

kTrans: Knowledge-Aware Transformer for Binary Code Embedding

Binary Code Embedding (BCE) has important applications in various revers...

0 Wenyu Zhu, et al. ∙

research

∙ 08/18/2023

SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection

Mutation-based fuzzing is popular and effective in discovering unseen co...

0 Kunpeng Zhang, et al. ∙

research

∙ 08/14/2023

Integrating Emotion Recognition with Speech Recognition and Speaker Diarisation for Conversations

Although automatic emotion recognition (AER) has recently drawn signific...

0 Wen Wu, et al. ∙

research

∙ 08/12/2023

One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training

Deep neural networks (DNNs) are widely deployed on real-world devices. C...

0 Jianshuo Dong, et al. ∙

research

∙ 08/11/2023

DF2: Distribution-Free Decision-Focused Learning

Decision-focused learning (DFL) has recently emerged as a powerful appro...

0 Lingkai Kong, et al. ∙

research

∙ 08/01/2023

Graph Neural Networks for Forecasting Multivariate Realized Volatility with Spillover Effects

We present a novel methodology for modeling and forecasting multivariate...

0 Chao Zhang, et al. ∙

research

∙ 07/26/2023

Understanding Deep Neural Networks via Linear Separability of Hidden Layers

In this paper, we measure the linear separability of hidden layer output...

0 Chao Zhang, et al. ∙

research

∙ 07/17/2023

Autoregressive Diffusion Model for Graph Generation

Diffusion-based graph generative models have recently obtained promising...

0 Lingkai Kong, et al. ∙

research

∙ 07/14/2023

C3: Zero-shot Text-to-SQL with ChatGPT

This paper proposes a ChatGPT-based zero-shot Text-to-SQL method, dubbed...

0 XueMei Dong, et al. ∙

research

∙ 07/10/2023

Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search

In e-commerce search, personalized retrieval is a crucial technique for ...

0 Longbin Li, et al. ∙

research

∙ 07/04/2023

Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data

Manually annotating fine-grained slot-value labels for task-oriented dia...

0 Guangzhi Sun, et al. ∙

research

∙ 06/29/2023

Towards Optimal Randomized Strategies in Adversarial Example Game

The vulnerability of deep neural network models to adversarial example a...

0 Jiahao Xie, et al. ∙

research

∙ 06/26/2023

A Solution to CVPR'2023 AQTC Challenge: Video Alignment for Multi-Step Inference

Affordance-centric Question-driven Task Completion (AQTC) for Egocentric...

0 Chao Zhang, et al. ∙

research

∙ 06/25/2023

G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer

Sequential recommendation requires understanding the dynamic patterns of...

0 Yuchen Zhuang, et al. ∙

research

∙ 06/23/2023

ToolQA: A Dataset for LLM Question Answering with External Tools

Large Language Models (LLMs) have demonstrated impressive performance in...

0 Yuchen Zhuang, et al. ∙

research

∙ 06/15/2023

Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation

The excellent generalization ability of self-supervised learning (SSL) f...

0 Ziyang Ma, et al. ∙

research

∙ 06/11/2023

Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression

In automatic emotion recognition (AER), labels assigned by different hum...

0 Wen Wu, et al. ∙

research

∙ 06/11/2023

PACER: A Fully Push-forward-based Distributional Reinforcement Learning Algorithm

In this paper, we propose the first fully push-forward-based Distributio...

0 Wensong Bai, et al. ∙

research

∙ 06/09/2023

TrajectoryFormer: 3D Object Tracking Transformer with Predictive Trajectory Hypotheses

3D multi-object tracking (MOT) is vital for many applications including ...

0 Xuesong Chen, et al. ∙

research

∙ 06/08/2023

FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow

This paper introduces a novel transformer-based network architecture, Fl...

0 Zhaoyang Huang, et al. ∙

research

∙ 06/02/2023

Can Contextual Biasing Remain Effective with Whisper and GPT-2?

End-to-end automatic speech recognition (ASR) and large language models,...

0 Guangzhi Sun, et al. ∙

research

∙ 05/30/2023

DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling

Learning from noisy labels is a challenge that arises in many real-world...

0 Yuchen Zhuang, et al. ∙

research

∙ 05/30/2023

Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator

The incorporation of biasing words obtained through contextual knowledge...

0 Guangzhi Sun, et al. ∙

research

∙ 05/30/2023

Graph Reasoning for Question Answering with Triplet Retrieval

Answering complex questions often requires reasoning over knowledge grap...

0 Shiyang Li, et al. ∙

research

∙ 05/26/2023

AdaPlanner: Adaptive Planning from Feedback with Language Models

Large language models (LLMs) have recently demonstrated the potential in...

0 Haotian Sun, et al. ∙

research

∙ 05/23/2023

Towards Automated Security Analysis of Smart Contracts based on Execution Property Graph

Identifying and mitigating vulnerabilities in smart contracts is crucial...

0 Kaihua Qin, et al. ∙

research

∙ 05/20/2023

Self-supervised representations in speech-based depression detection

This paper proposes handling training data sparsity in speech-based auto...

0 Wen Wu, et al. ∙

research

∙ 05/19/2023

CCGen: Explainable Complementary Concept Generation in E-Commerce

We propose and study Complementary Concept Generation (CCGen): given a c...

0 Jie Huang, et al. ∙

research

∙ 05/09/2023

A Kriging-Random Forest Hybrid Model for Real-time Ground Property Prediction during Earth Pressure Balance Shield Tunneling

A kriging-random forest hybrid model is developed for real-time ground p...

0 Ziheng Geng, et al. ∙

research

∙ 04/23/2023

Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization

Nowadays, algorithms with fast convergence, small memory footprints, and...

0 Zebang Shen, et al. ∙

research

∙ 04/23/2023

An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem

Wasserstein Barycenter Problem (WBP) has recently received much attentio...

0 Chao Zhang, et al. ∙

research

∙ 04/09/2023

ODDFUZZ: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing

Java deserialization vulnerability is a severe threat in practice. Resea...

0 Sicong Cao, et al. ∙

research

∙ 03/27/2023

Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning

This paper investigates cross-lingual temporal knowledge graph reasoning...

0 Ruijie Wang, et al. ∙

research

∙ 02/27/2023

Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems

Large deep learning models have shown great potential for delivering exc...

0 Zhengqing Yuan, et al. ∙

research

∙ 02/27/2023

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Bit-flip attacks (BFAs) have attracted substantial attention recently, i...

0 Jialai Wang, et al. ∙

research

∙ 02/22/2023

UML: A Universal Monolingual Output Layer for Multilingual ASR

Word-piece models (WPMs) are commonly used subword units in state-of-the...

0 Chao Zhang, et al. ∙

research

∙ 02/08/2023

Auto-Learning: An Adversarial Process of Two Pre-trained Models for Natural Language Generation

Pre-trained models have been used in many fields in recent years, rangin...

0 Zhengqing Yuan, et al. ∙

research

∙ 02/02/2023

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt

Recently, inspired by DETR variants, query-based end-to-end instance seg...

0 Hao Li, et al. ∙

research

∙ 01/10/2023

Neighborhood-Regularized Self-Training for Learning with Few Labels

Training deep neural networks (DNNs) with limited supervision has been a...

12 Ran Xu, et al. ∙

research

∙ 12/12/2022

Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection

Online media data, in the forms of images and videos, are becoming mains...

0 Junke Wang, et al. ∙

research

∙ 12/02/2022

AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data

In tunnel boring machine (TBM) underground projects, an accurate descrip...

0 Hao Wang, et al. ∙

research

∙ 11/25/2022

End-to-End Stochastic Optimization with Energy-Based Model

Decision-focused learning (DFL) was recently proposed for stochastic opt...

0 Lingkai Kong, et al. ∙

research

∙ 11/09/2022

Distribution-based Emotion Recognition in Conversation

Automatic emotion recognition in conversation (ERC) is crucial for emoti...

0 Wen Wu, et al. ∙

Chao Zhang

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