b'Wenjie Li'

research

∙ 07/25/2023

Comparing Forward and Inverse Design Paradigms: A Case Study on Refractory High-Entropy Alloys

The rapid design of advanced materials is a topic of great scientific in...

0 Arindam Debnath, et al. ∙

research

∙ 06/10/2023

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

This paper explores the task of radiology report generation, which aims ...

0 Wenjun Hou, et al. ∙

research

∙ 05/29/2023

Medical Dialogue Generation via Dual Flow Modeling

Medical dialogue systems (MDS) aim to provide patients with medical serv...

0 Kaishuai Xu, et al. ∙

research

∙ 05/24/2023

Theoretically Principled Federated Learning for Balancing Privacy and Utility

We propose a general learning framework for the protection mechanisms th...

0 Xiaojin Zhang, et al. ∙

research

∙ 05/09/2023

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue

Goal-directed dialogue systems aim to proactively reach a pre-determined...

0 Jian Wang, et al. ∙

research

∙ 04/21/2023

An Optimization Framework For Anomaly Detection Scores Refinement With Side Information

This paper considers an anomaly detection problem in which a detection a...

0 Ali Maatouk, et al. ∙

research

∙ 04/15/2023

CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval

Current vision-language retrieval aims to perform cross-modal instance s...

0 Yang Yang, et al. ∙

research

∙ 04/11/2023

A Game-theoretic Framework for Federated Learning

In federated learning, benign participants aim to optimize a global mode...

0 Xiaojin Zhang, et al. ∙

research

∙ 03/07/2023

PyXAB – A Python Library for 𝒳-Armed Bandit and Online Blackbox Optimization Algorithms

We introduce a Python open-source library for 𝒳-armed bandit and online ...

0 Wenjie Li, et al. ∙

research

∙ 02/24/2023

Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization

Unsupervised extractive summarization aims to extract salient sentences ...

0 Shichao Sun, et al. ∙

research

∙ 02/02/2023

Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan

Background: To develop an artificial intelligence system that can accura...

0 Meng Zhao, et al. ∙

research

∙ 01/13/2023

A Framework for the Evaluation of Network Reliability Under Periodic Demand

In this paper, we study network reliability in relation to a periodic ti...

0 Ali Maatouk, et al. ∙

research

∙ 12/29/2022

Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network

Recently, great progress has been made in single-image super-resolution ...

0 Wenjie Li, et al. ∙

research

∙ 12/15/2022

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation

Conversational recommender systems (CRS) aim to employ natural language ...

0 Dongding Lin, et al. ∙

research

∙ 11/29/2022

Few-shot Query-Focused Summarization with Prefix-Merging

Query-focused summarization has been considered as an important extensio...

0 Ruifeng Yuan, et al. ∙

research

∙ 11/18/2022

Always Valid Risk Monitoring for Online Matrix Completion

Always-valid concentration inequalities are increasingly used as perform...

0 Chi-Hua Wang, et al. ∙

research

∙ 11/01/2022

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation

Recent approaches to empathetic response generation incorporate emotion ...

0 Jiashuo Wang, et al. ∙

research

∙ 10/09/2022

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

Providing Emotional Support (ES) to soothe people in emotional distress ...

0 Yi Cheng, et al. ∙

research

∙ 09/30/2022

Vertical Semi-Federated Learning for Efficient Online Advertising

As an emerging secure learning paradigm in leveraging cross-silo private...

0 Wenjie Li, et al. ∙

research

∙ 09/26/2022

Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation

The task of empathetic response generation aims to understand what feeli...

1 Peiqin Lin, et al. ∙

research

∙ 08/24/2022

Addressing Token Uniformity in Transformers via Singular Value Transformation

Token uniformity is commonly observed in transformer-based models, in wh...

0 Hanqi Yan, et al. ∙

research

∙ 08/24/2022

Visual Subtitle Feature Enhanced Video Outline Generation

With the tremendously increasing number of videos, there is a great dema...

3 Qi Lv, et al. ∙

research

∙ 08/22/2022

Revising Image-Text Retrieval via Multi-Modal Entailment

An outstanding image-text retrieval model depends on high-quality labele...

0 Xu Yan, et al. ∙

research

∙ 08/06/2022

Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems

Recommendation dialogue systems aim to build social bonds with users and...

0 Jian Wang, et al. ∙

research

∙ 07/06/2022

Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution

With the development of deep learning, single image super-resolution (SI...

0 Wenjie Li, et al. ∙

research

∙ 05/31/2022

Semi-Supervised Cross-Silo Advertising with Partial Knowledge Transfer

As an emerging secure learning paradigm in leveraging cross-agency priva...

0 Wenjie Li, et al. ∙

research

∙ 05/30/2022

Federated X-Armed Bandit

This work establishes the first framework of federated 𝒳-armed bandit, w...

0 Wenjie Li, et al. ∙

research

∙ 05/23/2022

A Coupling Enhancement Algorithm for ZrO2 Ceramic Bearing Ball Surface Defect Detection Based on Cartoon-texture Decomposition Model and Multi-Scale Filtering Method

This study aimed to improve the surface defect detection accuracy of ZrO...

0 Wei Wang, et al. ∙

research

∙ 04/29/2022

"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

With the rise of telemedicine, the task of developing Dialogue Systems f...

28 Wenge Liu, et al. ∙

research

∙ 04/28/2022

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer

Single-image super-resolution (SISR) has achieved significant breakthrou...

3 Guangwei Gao, et al. ∙

research

∙ 02/27/2022

Federated Online Sparse Decision Making

This paper presents a novel federated linear contextual bandits model, w...

0 Chi-Hua Wang, et al. ∙

research

∙ 12/16/2021

Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution

Convolutional neural networks based single-image super-resolution (SISR)...

14 Guangwei Gao, et al. ∙

research

∙ 11/20/2021

CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation

In this paper, we study the problem of jointly estimating the optical fl...

0 Haisong Liu, et al. ∙

research

∙ 10/09/2021

Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality

Empathetic response generation aims to comprehend the user emotion and t...

0 Jiashuo Wang, et al. ∙

research

∙ 08/26/2021

Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization

Encoder-decoder models have achieved remarkable success in abstractive t...

0 Shichao Sun, et al. ∙

research

∙ 06/17/2021

Optimum-statistical collaboration towards efficient black-box optimization

With increasingly more hyperparameters involved in their training, machi...

0 Wenjie Li, et al. ∙

research

∙ 05/26/2021

Distributed Zeroth-Order Stochastic Optimization in Time-varying Networks

We consider a distributed convex optimization problem in a network which...

0 Wenjie Li, et al. ∙

research

∙ 04/19/2021

Distributed Derivative-free Learning Method for Stochastic Optimization over a Network with Sparse Activity

This paper addresses a distributed optimization problem in a communicati...

0 Wenjie Li, et al. ∙

research

∙ 04/17/2021

Data Distillation for Text Classification

Deep learning techniques have achieved great success in many fields, whi...

13 Yongqi Li, et al. ∙

research

∙ 04/17/2021

A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering

In recent years, conversational agents have provided a natural and conve...

12 Yongqi Li, et al. ∙

research

∙ 02/18/2021

A Simple Unified Framework for High Dimensional Bandit Problems

Stochastic high dimensional bandit problems with low dimensional structu...

0 Wenjie Li, et al. ∙

research

∙ 01/18/2021

Incremental Knowledge Based Question Answering

In the past years, Knowledge-Based Question Answering (KBQA), which aims...

14 Yongqi Li, et al. ∙

research

∙ 12/26/2020

Variance Reduction on Adaptive Stochastic Mirror Descent

We study the idea of variance reduction applied to adaptive stochastic m...

0 Wenjie Li, et al. ∙

research

∙ 11/19/2020

Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

Most current extractive summarization models generate summaries by selec...

0 Ruifeng Yuan, et al. ∙

research

∙ 05/19/2020

Improving Accent Conversion with Reference Encoder and End-To-End Text-To-Speech

Accent conversion (AC) transforms a non-native speaker's accent into a n...

0 Wenjie Li, et al. ∙

research

∙ 05/12/2020

Increased-confidence adversarial examples for improved transferability of Counter-Forensic attacks

Transferability of adversarial examples is a key issue to study the secu...

0 Wenjie Li, et al. ∙

research

∙ 04/21/2020

AdaX: Adaptive Gradient Descent with Exponential Long Term Memory

Although adaptive optimization algorithms such as Adam show fast converg...

0 Wenjie Li, et al. ∙

research

∙ 01/30/2020

How Does BN Increase Collapsed Neural Network Filters?

Improving sparsity of deep neural networks (DNNs) is essential for netwo...

32 Sheng Zhou, et al. ∙

research

∙ 06/03/2019

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization

Semantic parsing aims to transform natural language (NL) utterances into...

0 Hai Ye, et al. ∙

research

∙ 05/11/2019

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization

Knowledge graphs capture interlinked information between entities and th...

9 Hongwei Wang, et al. ∙

Wenjie Li

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