b'Zihao Wang'

research

∙ 09/19/2023

MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation

Pre-trained language models have achieved impressive results in various ...

0 Xinda Wu, et al. ∙

research

∙ 09/19/2023

Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches

This paper considers the problem of calculating the matrix multiplicatio...

0 Zhiquan Tan, et al. ∙

research

∙ 08/23/2023

CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation

Image generation tasks are traditionally undertaken using Convolutional ...

0 Zihao Wang, et al. ∙

research

∙ 07/15/2023

EFO_k-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation

To answer complex queries on knowledge graphs, logical reasoning over in...

0 Hang Yin, et al. ∙

research

∙ 05/15/2023

Theoretical Analysis of Inductive Biases in Deep Convolutional Networks

In this paper, we study the inductive biases in convolutional neural net...

0 Zihao Wang, et al. ∙

research

∙ 05/14/2023

SongDriver2: Real-time Emotion-based Music Arrangement with Soft Transition

Real-time emotion-based music arrangement, which aims to transform a giv...

0 Zihao Wang, et al. ∙

research

∙ 05/06/2023

Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport

Answering complex queries on knowledge graphs is important but particula...

0 Zihao Wang, et al. ∙

research

∙ 04/26/2023

SEAL: Simultaneous Label Hierarchy Exploration And Learning

Label hierarchy is an important source of external knowledge that can en...

13 Zhiquan Tan, et al. ∙

research

∙ 04/26/2023

Score-based Generative Modeling Through Backward Stochastic Differential Equations: Inversion and Generation

The proposed BSDE-based diffusion model represents a novel approach to d...

0 Zihao Wang, et al. ∙

research

∙ 04/14/2023

Rethinking Existential First Order Queries and their Inference on Knowledge Graphs

Reasoning on knowledge graphs is a challenging task because it utilizes ...

0 Hang Yin, et al. ∙

research

∙ 04/07/2023

Feature Mining for Encrypted Malicious Traffic Detection with Deep Learning and Other Machine Learning Algorithms

The popularity of encryption mechanisms poses a great challenge to malic...

0 Zihao Wang, et al. ∙

research

∙ 04/06/2023

SketchFFusion: Sketch-guided image editing with diffusion model

Sketch-guided image editing aims to achieve local fine-tuning of the ima...

0 Weihang Mao, et al. ∙

research

∙ 04/05/2023

Ericson: An Interactive Open-Domain Conversational Search Agent

Open-domain conversational search (ODCS) aims to provide valuable, up-to...

12 Zihao Wang, et al. ∙

research

∙ 04/03/2023

Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation

In this work, we investigate performing semantic segmentation solely thr...

0 Yabo Zhang, et al. ∙

research

∙ 03/31/2023

FCC: Fusing Conversation History and Candidate Provenance for Contextual Response Ranking in Dialogue Systems

Response ranking in dialogues plays a crucial role in retrieval-based co...

3 Zihao Wang, et al. ∙

research

∙ 03/27/2023

InterviewBot: Real-Time End-to-End Dialogue System to Interview Students for College Admission

We present the InterviewBot that dynamically integrates conversation his...

0 Zihao Wang, et al. ∙

research

∙ 02/07/2023

Concept Algebra for Text-Controlled Vision Models

This paper concerns the control of text-guided generative models, where ...

0 Zihao Wang, et al. ∙

research

∙ 02/07/2023

Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization

This paper considers decentralized convex composite optimization over un...

0 Luyao Guo, et al. ∙

research

∙ 02/03/2023

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

In this paper, we study the problem of planning in Minecraft, a popular,...

0 Zihao Wang, et al. ∙

research

∙ 01/31/2023

Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion

Cross-modality data translation has attracted great interest in image co...

0 Zihao Wang, et al. ∙

research

∙ 01/21/2023

Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction

We study the problem of learning goal-conditioned policies in Minecraft,...

0 Shaofei Cai, et al. ∙

research

∙ 01/21/2023

Logical Message Passing Networks with One-hop Inference on Atomic Formulas

Complex Query Answering (CQA) over Knowledge Graphs (KGs) has attracted ...

0 Zihao Wang, et al. ∙

research

∙ 11/23/2022

Unified Multimodal Model with Unlikelihood Training for Visual Dialog

The task of visual dialog requires a multimodal chatbot to answer sequen...

0 Zihao Wang, et al. ∙

research

∙ 11/21/2022

Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers

Image registration is an essential but challenging task in medical image...

0 Zihao Wang, et al. ∙

research

∙ 10/11/2022

Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration

Instance-dependent label noise is realistic but rather challenging, wher...

0 Manyi Zhang, et al. ∙

research

∙ 10/05/2022

Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics

Measuring Sentence Textual Similarity (STS) is a classic task that can b...

0 Zihao Wang, et al. ∙

research

∙ 10/03/2022

Sparsity by Redundancy: Solving L_1 with a Simple Reparametrization

We identify and prove a general principle: L_1 sparsity can be achieved ...

0 Liu Ziyin, et al. ∙

research

∙ 09/13/2022

SongDriver: Real-time Music Accompaniment Generation without Logical Latency nor Exposure Bias

Real-time music accompaniment generation has a wide range of application...

1 Zihao Wang, et al. ∙

research

∙ 08/15/2022

A Unified Causal View of Domain Invariant Representation Learning

Machine learning methods can be unreliable when deployed in domains that...

0 Zihao Wang, et al. ∙

research

∙ 08/04/2022

Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces

Knowledge Graphs, such as Wikidata, comprise structural and textual know...

15 Mojtaba Nayyeri, et al. ∙

research

∙ 07/18/2022

Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics

Upper limb movement classification, which maps input signals to the targ...

0 Zihao Wang, et al. ∙

research

∙ 05/24/2022

OnePose: One-Shot Object Pose Estimation without CAD Models

We propose a new method named OnePose for object pose estimation. Unlike...

9 Jiaming Sun, et al. ∙

research

∙ 05/24/2022

Optimality Conditions and Algorithms for Top-K Arm Identification

We consider the top-k arm identification problem for multi-armed bandits...

0 Zihao Wang, et al. ∙

research

∙ 05/09/2022

Posterior Collapse of a Linear Latent Variable Model

This work identifies the existence and cause of a type of posterior coll...

0 Zihao Wang, et al. ∙

research

∙ 05/05/2022

Surface Reconstruction from Point Clouds: A Survey and a Benchmark

Reconstruction of a continuous surface of two-dimensional manifold from ...

44 Zhangjin Huang, et al. ∙

research

∙ 04/27/2022

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

Answering complex logical queries on incomplete knowledge graphs (KGs) w...

0 Jiaxin Bai, et al. ∙

research

∙ 03/22/2022

Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue

Context modeling plays a significant role in building multi-turn dialogu...

2 Zhihao Wang, et al. ∙

research

∙ 03/20/2022

A Neural-Symbolic Approach to Natural Language Understanding

Deep neural networks, empowered by pre-trained language models, have ach...

9 Zhixuan Liu, et al. ∙

research

∙ 03/17/2022

Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study

As people's demand for personal privacy and data security becomes a prio...

0 Zihao Wang, et al. ∙

research

∙ 03/08/2022

Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap

Semantic analyses of object point clouds are largely driven by releasing...

0 Yongwei Chen, et al. ∙

research

∙ 03/01/2022

CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP

Training a text-to-image generator in the general domain (e.g., Dall.e, ...

0 Zihao Wang, et al. ∙

research

∙ 10/15/2021

Adversarial Attacks on ML Defense Models Competition

Due to the vulnerability of deep neural networks (DNNs) to adversarial e...

0 Yinpeng Dong, et al. ∙

research

∙ 10/13/2021

A Speaker-aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-turn Dialogue Generation

This paper presents a novel open-domain dialogue generation model emphas...

0 Zihao Wang, et al. ∙

research

∙ 09/18/2021

Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs

Complex Query Answering (CQA) is an important reasoning task on knowledg...

0 Zihao Wang, et al. ∙

research

∙ 07/21/2021

Economic Recession Prediction Using Deep Neural Network

We investigate the effectiveness of different machine learning methodolo...

0 Zihao Wang, et al. ∙

research

∙ 05/27/2021

Non-negative matrix factorization algorithms greatly improve topic model fits

We report on the potential for using algorithms for non-negative matrix ...

37 Peter Carbonetto, et al. ∙

research

∙ 05/05/2021

Attention for Image Registration (AiR): an unsupervised Transformer approach

Image registration as an important basis in signal processing task often...

0 Zihao Wang, et al. ∙

research

∙ 01/18/2021

Secrets of 3D Implicit Object Shape Reconstruction in the Wild

Reconstructing high-fidelity 3D objects from sparse, partial observation...

28 Shivam Duggal, et al. ∙

research

∙ 11/02/2020

PV-NAS: Practical Neural Architecture Search for Video Recognition

Recently, deep learning has been utilized to solve video recognition pro...

0 Zihao Wang, et al. ∙

research

∙ 10/23/2020

An Investigation of how Label Smoothing Affects Generalization

It has been hypothesized that label smoothing can reduce overfitting and...

0 Blair Chen, et al. ∙

Zihao Wang

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