Zhen Han | DeepAI

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344 publications
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170 publications
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144 publications
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101 publications
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100 publications
Kun He
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Tong Chen
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Yao Zhang
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∙ 07/24/2023

A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Prompt engineering is a technique that involves augmenting a large pre-t...

0 Jindong Gu, et al. ∙

∙ 06/06/2023

Logic Diffusion for Knowledge Graph Reasoning

Most recent works focus on answering first order logical queries to expl...

0 Xiaoying Xie, et al. ∙

∙ 06/03/2023

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

Various adaptation methods, such as LoRA, prompts, and adapters, have be...

0 Shuo Chen, et al. ∙

∙ 03/18/2023

A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering

Recently, end-to-end trained models for multiple-choice commonsense ques...

0 Zhen Han, et al. ∙

∙ 03/13/2023

AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation

The study of ancient writings has great value for archaeology and philol...

0 Hongxiang Huang, et al. ∙

∙ 01/12/2023

Modeling the evolution of temporal knowledge graphs with uncertainty

Forecasting future events is a fundamental challenge for temporal knowle...

0 Soeren Nolting, et al. ∙

∙ 12/11/2022

Mutimodal Ranking Optimization for Heterogeneous Face Re-identification

Heterogeneous face re-identification, namely matching heterogeneous face...

0 Hui Hu, et al. ∙

∙ 11/15/2022

Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information

Knowledge graph completion (KGC) aims to predict the missing links among...

0 Zifeng Ding, et al. ∙

∙ 08/12/2022

Forecasting Question Answering over Temporal Knowledge Graphs

Question answering over temporal knowledge graphs (TKGQA) has recently f...

0 Zifeng Ding, et al. ∙

∙ 07/08/2022

Deepfake Face Traceability with Disentangling Reversing Network

Deepfake face not only violates the privacy of personal identity, but al...

0 Jiaxin Ai, et al. ∙

∙ 05/31/2022

Continuous Temporal Graph Networks for Event-Based Graph Data

There has been an increasing interest in modeling continuous-time dynami...

0 Jin Guo, et al. ∙

∙ 05/21/2022

Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction

Few-shot relational learning for static knowledge graphs (KGs) has drawn...

0 Zifeng Ding, et al. ∙

∙ 03/17/2022

Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations

With the emerging research effort to integrate structured and unstructur...

0 Zhen Han, et al. ∙

∙ 01/06/2022

Consistent Style Transfer

Recently, attentional arbitrary style transfer methods have been propose...

17 Xuan Luo, et al. ∙

∙ 09/09/2021

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting

Temporal knowledge graph (TKG) reasoning is a crucial task that has gain...

0 Haohai Sun, et al. ∙

∙ 08/04/2021

Video Similarity and Alignment Learning on Partial Video Copy Detection

Existing video copy detection methods generally measure video similarity...

4 Zhen Han, et al. ∙

∙ 03/04/2021

When Face Recognition Meets Occlusion: A New Benchmark

The existing face recognition datasets usually lack occlusion samples, w...

0 Baojin Huang, et al. ∙

∙ 01/13/2021

Temporal Knowledge Graph Forecasting with Neural ODE

Learning node representation on dynamically-evolving, multi-relational g...

0 Zifeng Ding, et al. ∙

∙ 12/31/2020

xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links

Interest has been rising lately towards modeling time-evolving knowledge...

0 Zhen Han, et al. ∙

∙ 11/08/2020

DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion

There has recently been increasing interest in learning representations ...

0 Zhen Han, et al. ∙

∙ 03/30/2020

Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

The Hawkes process has become a standard method for modeling self-exciti...

0 Zhen Han, et al. ∙

∙ 03/30/2020

The Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

The Hawkes process has become a standard method for modeling self-exciti...

0 Zhen Han, et al. ∙

∙ 10/07/2019

Unsupervised Image Super-Resolution with an Indirect Supervised Path

The task of single image super-resolution (SISR) aims at reconstructing ...

0 Zhen Han, et al. ∙

∙ 08/01/2018

Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate

In this paper, we propose a novel Global Norm-Aware Pooling (GNAP) block...

0 Sheng Chen, et al. ∙

∙ 07/18/2018

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding

As adversarial attacks pose a serious threat to the security of AI syste...

2 Tong Chen, et al. ∙

∙ 04/20/2018

MobileFaceNets: Efficient CNNs for Accurate Real-time Face Verification on Mobile Devices

In this paper, we present a class of extremely efficient CNN models call...

0 Sheng Chen, et al. ∙

∙ 10/16/2016

Dynamic Stacked Generalization for Node Classification on Networks

We propose a novel stacked generalization (stacking) method as a dynamic...

0 Zhen Han, et al. ∙

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