b'Haoran Li'

research

∙ 08/24/2023

SC-PSRO: A Unified Strategy Learning Method for Normal-form Games

Solving Nash equilibrium is the key challenge in normal-form games with ...

0 Yudong Hu, et al. ∙

research

∙ 08/23/2023

CgT-GAN: CLIP-guided Text GAN for Image Captioning

The large-scale visual-language pre-trained model, Contrastive Language-...

0 Jiarui Yu, et al. ∙

research

∙ 07/19/2023

Multi-modal Learning based Prediction for Disease

Non alcoholic fatty liver disease (NAFLD) is the most common cause of ch...

0 Yaran Chen, et al. ∙

research

∙ 07/12/2023

Bi-Touch: Bimanual Tactile Manipulation with Sim-to-Real Deep Reinforcement Learning

Bimanual manipulation with tactile feedback will be key to human-level r...

0 Yijiong Lin, et al. ∙

research

∙ 05/04/2023

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

Sentence-level representations are beneficial for various natural langua...

0 Haoran Li, et al. ∙

research

∙ 04/11/2023

Multi-step Jailbreaking Privacy Attacks on ChatGPT

With the rapid progress of large language models (LLMs), many downstream...

0 Haoran Li, et al. ∙

research

∙ 03/22/2023

NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks

Multi-agent reinforcement learning (MARL) has achieved remarkable succes...

0 Guangzheng Hu, et al. ∙

research

∙ 03/17/2023

Fixed Design Analysis of Regularization-Based Continual Learning

We consider a continual learning (CL) problem with two linear regression...

0 Haoran Li, et al. ∙

research

∙ 03/17/2023

TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction

Video prediction is a complex time-series forecasting task with great po...

0 Haoran Li, et al. ∙

research

∙ 03/16/2023

Tactile-Driven Gentle Grasping for Human-Robot Collaborative Tasks

This paper presents a control scheme for force sensitive, gentle graspin...

0 Christopher J. Ford, et al. ∙

research

∙ 02/11/2023

Cross-domain Random Pre-training with Prototypes for Reinforcement Learning

Task-agnostic cross-domain pre-training shows great potential in image-b...

0 Xin Liu, et al. ∙

research

∙ 12/24/2022

STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension

Abstractive dialogue summarization has long been viewed as an important ...

0 Borui Wang, et al. ∙

research

∙ 12/19/2022

Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences

Lack of factual correctness is an issue that still plagues state-of-the-...

0 Asish Ghoshal, et al. ∙

research

∙ 11/15/2022

ED-FAITH: Evaluating Dialogue Summarization on Faithfulness

Abstractive summarization models typically generate content unfaithful t...

0 Sicong Huang, et al. ∙

research

∙ 11/15/2022

DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans

Brain tumor segmentation based on multi-modal magnetic resonance imaging...

0 Haoran Li, et al. ∙

research

∙ 09/28/2022

Prompt-driven efficient Open-set Semi-supervised Learning

Open-set semi-supervised learning (OSSL) has attracted growing interest,...

0 Haoran Li, et al. ∙

research

∙ 07/04/2022

Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling

Unsupervised domain adaptation (UDA) methods have been broadly utilized ...

0 Canran Li, et al. ∙

research

∙ 06/25/2022

BRL/Pisa/IIT SoftHand: A Low-cost, 3D-Printed, Underactuated, Tendon-Driven Hand with Soft and Adaptive Synergies

This paper introduces the BRL/Pisa/IIT (BPI) SoftHand: a single actuator...

0 Haoran Li, et al. ∙

research

∙ 06/01/2022

CoNSoLe: Convex Neural Symbolic Learning

Learning the underlying equation from data is a fundamental problem in m...

0 Haoran Li, et al. ∙

research

∙ 05/22/2022

An Analytical Range-Angle Dependent Beam Focusing Model for Terahertz Linear Antenna Array

This paper considers a scenario in which the Terahertz (THz) transmitter...

0 Lingxiang Li, et al. ∙

research

∙ 04/26/2022

You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas

Social chatbots, also known as chit-chat chatbots, evolve rapidly with l...

0 Haoran Li, et al. ∙

research

∙ 03/09/2022

Shfl-BW: Accelerating Deep Neural Network Inference with Tensor-Core Aware Weight Pruning

Weight pruning in deep neural networks (DNNs) can reduce storage and com...

0 Guyue Huang, et al. ∙

research

∙ 12/20/2021

Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks

Deep neural networks (DNNs) have been proven to be effective in solving ...

0 Fei Sun, et al. ∙

research

∙ 12/16/2021

CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning

Factual inconsistencies in generated summaries severely limit the practi...

8 Xiangru Tang, et al. ∙

research

∙ 11/11/2021

AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization

Community Question Answering (CQA) fora such as Stack Overflow and Yahoo...

0 Alexander R. Fabbri, et al. ∙

research

∙ 11/03/2021

The Powerful Use of AI in the Energy Sector: Intelligent Forecasting

Artificial Intelligence (AI) techniques continue to broaden across gover...

0 Erik Blasch, et al. ∙

research

∙ 10/08/2021

ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search

Currently, an increasing number of model pruning methods are proposed to...

0 Jiaqi Li, et al. ∙

research

∙ 09/27/2021

The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service

With the development of the Internet, more and more people get accustome...

0 Nan Zhao, et al. ∙

research

∙ 09/19/2021

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries

Current pre-trained models applied to summarization are prone to factual...

9 Xiangru Tang, et al. ∙

research

∙ 06/30/2021

Mixed Cross Entropy Loss for Neural Machine Translation

In neural machine translation, cross entropy (CE) is the standard loss f...

0 Haoran Li, et al. ∙

research

∙ 06/03/2021

Syntax-augmented Multilingual BERT for Cross-lingual Transfer

In recent years, we have seen a colossal effort in pre-training multilin...

0 Wasi Uddin Ahmad, et al. ∙

research

∙ 06/01/2021

ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining

While online conversations can cover a vast amount of information in man...

10 Alexander R. Fabbri, et al. ∙

research

∙ 05/17/2021

Federated Knowledge Graphs Embedding

In this paper, we propose a novel decentralized scalable learning framew...

61 Hao Peng, et al. ∙

research

∙ 05/14/2021

EASE: Extractive-Abstractive Summarization with Explanations

Current abstractive summarization systems outperform their extractive co...

4 Haoran Li, et al. ∙

research

∙ 04/17/2021

Lifelong Learning with Sketched Structural Regularization

Preventing catastrophic forgetting while continually learning new tasks ...

9 Haoran Li, et al. ∙

research

∙ 04/14/2021

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce

Existing pre-trained language models (PLMs) have demonstrated the effect...

0 Song Xu, et al. ∙

research

∙ 10/24/2020

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation

Models pretrained with self-supervised objectives on large text corpora ...

11 Alexander R. Fabbri, et al. ∙

research

∙ 09/28/2020

Conversational Semantic Parsing

The structured representation for semantic parsing in task-oriented assi...

0 Armen Aghajanyan, et al. ∙

research

∙ 09/15/2020

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product

Product attribute values are essential in many e-commerce scenarios, suc...

0 Tiangang Zhu, et al. ∙

research

∙ 08/21/2020

MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark

Scaling semantic parsing models for task-oriented dialog systems to new ...

0 Haoran Li, et al. ∙

research

∙ 07/23/2020

Deep Reinforcement Learning based Automatic Exploration for Navigation in Unknown Environment

This paper investigates the automatic exploration problem under the unkn...

0 Haoran Li, et al. ∙

research

∙ 06/15/2020

AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks

The compression of Generative Adversarial Networks (GANs) has lately dra...

42 Yonggan Fu, et al. ∙

research

∙ 04/29/2020

General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference

The state of the art on many NLP tasks is currently achieved by large pr...

0 Jingfei Du, et al. ∙

research

∙ 04/18/2020

BiFNet: Bidirectional Fusion Network for Road Segmentation

Multi-sensor fusion-based road segmentation plays an important role in t...

0 Haoran Li, et al. ∙

research

∙ 04/13/2020

Multi-modal Datasets for Super-resolution

Nowdays, most datasets used to train and evaluate super-resolution model...

7 Haoran Li, et al. ∙

research

∙ 12/28/2019

Optimal Multi-View Video Transmission in OFDMA Systems

In this letter, we study the transmission of a multi-view video (MVV) to...

0 Wei Xu, et al. ∙

research

∙ 12/13/2019

Music-oriented Dance Video Synthesis with Pose Perceptual Loss

We present a learning-based approach with pose perceptual loss for autom...

45 Xuanchi Ren, et al. ∙

research

∙ 11/12/2019

Predictive Multi-level Patient Representations from Electronic Health Records

The advent of the Internet era has led to an explosive growth in the Ele...

0 Zichang Wang, et al. ∙

research

∙ 11/04/2019

Emerging Cross-lingual Structure in Pretrained Language Models

We study the problem of multilingual masked language modeling, i.e. the ...

0 Shijie Wu, et al. ∙

research

∙ 03/20/2019

Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction

Clinical outcome prediction based on the Electronic Health Record (EHR) ...

36 Luchen Liu, et al. ∙

Haoran Li

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