b'Tianyi Zhang'

research

∙ 09/19/2023

Learning Orbitally Stable Systems for Diagrammatically Teaching

Diagrammatic Teaching is a paradigm for robots to acquire novel skills, ...

0 Weiming Zhi, et al. ∙

research

∙ 09/18/2023

Reasoning about the Unseen for Efficient Outdoor Object Navigation

Robots should exist anywhere humans do: indoors, outdoors, and even unma...

0 Quanting Xie, et al. ∙

research

∙ 09/18/2023

FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks

Federated training of Graph Neural Networks (GNN) has become popular in ...

0 Qiying Pan, et al. ∙

research

∙ 09/07/2023

Learning from Demonstration via Probabilistic Diagrammatic Teaching

Learning for Demonstration (LfD) enables robots to acquire new skills by...

0 Weiming Zhi, et al. ∙

research

∙ 08/25/2023

Knowledge-Based Version Incompatibility Detection for Deep Learning

Version incompatibility issues are rampant when reusing or reproducing d...

0 Zhongkai Zhao, et al. ∙

research

∙ 08/21/2023

Software Entity Recognition with Noise-Robust Learning

Recognizing software entities such as library names from free-form text ...

0 Tai Nguyen, et al. ∙

research

∙ 08/04/2023

Who Answers It Better? An In-Depth Analysis of ChatGPT and Stack Overflow Answers to Software Engineering Questions

Over the last decade, Q A platforms have played a crucial role in how ...

0 Samia Kabir, et al. ∙

research

∙ 08/01/2023

Nearly Optimal Dynamic Set Cover: Breaking the Quadratic-in-f Time Barrier

The dynamic set cover problem has been subject to extensive research sin...

0 Anton Bukov, et al. ∙

research

∙ 07/19/2023

PharmacyGPT: The AI Pharmacist

In this study, we introduce PharmacyGPT, a novel framework to assess the...

0 Zhengliang Liu, et al. ∙

research

∙ 06/18/2023

Rapid Image Labeling via Neuro-Symbolic Learning

The success of Computer Vision (CV) relies heavily on manually annotated...

0 Yifeng Wang, et al. ∙

research

∙ 06/12/2023

The Effect of Masking Strategies on Knowledge Retention by Language Models

Language models retain a significant amount of world knowledge from thei...

0 Jonas Wallat, et al. ∙

research

∙ 06/02/2023

Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation

Large Language Models (LLMs) have been demonstrated effective for code g...

0 Bonan Kou, et al. ∙

research

∙ 05/26/2023

Automated Summarization of Stack Overflow Posts

Software developers often resort to Stack Overflow (SO) to fill their pr...

0 Bonan Kou, et al. ∙

research

∙ 05/23/2023

SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs

Anomaly detection aims to distinguish abnormal instances that deviate si...

0 Sheng Tian, et al. ∙

research

∙ 05/12/2023

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

Relational databases play an important role in this Big Data era. Howeve...

0 Yuan Tian, et al. ∙

research

∙ 05/11/2023

Streaming Edge Coloring with Subquadratic Palette Size

In this paper, we study the problem of computing an edge-coloring in the...

0 Shiri Chechik, et al. ∙

research

∙ 05/10/2023

TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems

Recent accidents involving self-driving cars call for extensive testing ...

0 Yao Deng, et al. ∙

research

∙ 04/19/2023

Evaluating Verifiability in Generative Search Engines

Generative search engines directly generate responses to user queries, a...

0 Nelson F. Liu, et al. ∙

research

∙ 04/12/2023

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions

Cyber-Physical Systems (CPS) have been widely deployed in safety-critica...

0 Deyun Lyu, et al. ∙

research

∙ 04/06/2023

Beyond NeRF Underwater: Learning Neural Reflectance Fields for True Color Correction of Marine Imagery

Underwater imagery often exhibits distorted coloration as a result of li...

0 Tianyi Zhang, et al. ∙

research

∙ 03/22/2023

Almost-Optimal Sublinear Additive Spanners

Given an undirected unweighted graph G = (V, E) on n vertices and m edge...

0 Zihan Tan, et al. ∙

research

∙ 03/18/2023

Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions

We present neural frailty machine (NFM), a powerful and flexible neural ...

0 Ruofan Wu, et al. ∙

research

∙ 03/06/2023

Cost Sharing under Private Valuation and Connection Control

We consider a cost sharing problem on a weighted undirected graph, where...

0 Tianyi Zhang, et al. ∙

research

∙ 03/02/2023

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models

Machine Learning (ML) has been widely used in Natural Language Processin...

0 Da Song, et al. ∙

research

∙ 03/02/2023

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction

Recurrent Neural Networks (RNNs) have been widely used in Natural Langua...

0 Zhijie Wang, et al. ∙

research

∙ 02/25/2023

Human-in-the-Loop Schema Induction

Schema induction builds a graph representation explaining how events unf...

0 Tianyi Zhang, et al. ∙

research

∙ 02/10/2023

FairPy: A Toolkit for Evaluation of Social Biases and their Mitigation in Large Language Models

Studies have shown that large pretrained language models exhibit biases ...

0 Hrishikesh Viswanath, et al. ∙

research

∙ 02/04/2023

GRANDE: a neural model over directed multigraphs with application to anti-money laundering

The application of graph representation learning techniques to the area ...

0 Ruofan Wu, et al. ∙

research

∙ 02/02/2023

Efficient Graph Field Integrators Meet Point Clouds

We present two new classes of algorithms for efficient field integration...

0 Krzysztof Choromanski, et al. ∙

research

∙ 01/31/2023

Benchmarking Large Language Models for News Summarization

Large language models (LLMs) have shown promise for automatic summarizat...

0 Tianyi Zhang, et al. ∙

research

∙ 12/09/2022

LADIS: Language Disentanglement for 3D Shape Editing

Natural language interaction is a promising direction for democratizing ...

0 Ian Huang, et al. ∙

research

∙ 11/29/2022

Coder Reviewer Reranking for Code Generation

Sampling diverse programs from a code language model and reranking with ...

0 Tianyi Zhang, et al. ∙

research

∙ 11/16/2022

Holistic Evaluation of Language Models

Language models (LMs) are becoming the foundation for almost all major l...

21 Percy Liang, et al. ∙

research

∙ 11/10/2022

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing

This paper introduces the shared task of summarizing documents in severa...

0 Divyansh Agarwal, et al. ∙

research

∙ 09/04/2022

Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems

When developing autonomous driving systems (ADS), developers often need ...

0 Yao Deng, et al. ∙

research

∙ 08/14/2022

Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification

The rapid on-site evaluation (ROSE) technique can signifi-cantly acceler...

0 Tianyi Zhang, et al. ∙

research

∙ 07/04/2022

Learning from Multiple Unlabeled Datasets with Partial Risk Regularization

Recent years have witnessed a great success of supervised deep learning,...

0 Yuting Tang, et al. ∙

research

∙ 06/02/2022

Decentralized Training of Foundation Models in Heterogeneous Environments

Training foundation models, such as GPT-3 and PaLM, can be extremely exp...

8 Binhang Yuan, et al. ∙

research

∙ 05/23/2022

TempLM: Distilling Language Models into Template-Based Generators

While pretrained language models (PLMs) have greatly improved text gener...

0 Tianyi Zhang, et al. ∙

research

∙ 04/09/2022

Faster Min-Plus Product for Monotone Instances

In this paper, we show that the time complexity of monotone min-plus pro...

0 Shucheng Chi, et al. ∙

research

∙ 02/21/2022

Channel Estimation and Projection for RIS-assisted MIMO Using Zadoff-Chu Sequences

The reconfigurable intelligent surface (RIS) technology is a promising e...

0 Xuemeng Zhou, et al. ∙

research

∙ 01/16/2022

Cost Sharing for Connectivity with Budget

We consider a cost sharing problem to connect all nodes in a weighted un...

0 Tianyi Zhang, et al. ∙

research

∙ 12/27/2021

MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer

Pancreatic cancer is one of the most malignant cancers in the world, whi...

8 Tianyi Zhang, et al. ∙

research

∙ 12/21/2021

Interference and Coverage Analysis of mmWave Inter-Vehicle Broadcast with Directional Antennas

Thanks to the availability of large bandwidth and high-gain directional ...

0 Tianyi Zhang, et al. ∙

research

∙ 12/19/2021

Rethinking Importance Weighting for Transfer Learning

A key assumption in supervised learning is that training and test data f...

0 Nan Lu, et al. ∙

research

∙ 12/10/2021

PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records

Federated machine learning is a versatile and flexible tool to utilize d...

0 Tianyi Zhang, et al. ∙

research

∙ 12/02/2021

Gomory-Hu Trees in Quadratic Time

Gomory-Hu tree [Gomory and Hu, 1961] is a succinct representation of pai...

0 Tianyi Zhang, et al. ∙

research

∙ 11/08/2021

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward

Cyber-physical systems (CPS) have been broadly deployed in safety-critic...

0 Jiayang Song, et al. ∙

research

∙ 09/09/2021

Learning Cross-Scale Visual Representations for Real-Time Image Geo-Localization

Robot localization remains a challenging task in GPS denied environments...

8 Tianyi Zhang, et al. ∙

research

∙ 06/23/2021

An investigation into the state-of-the-practice autonomous driving testing

Autonomous driving shows great potential to reform modern transportation...

0 Guannan Lou, et al. ∙

Tianyi Zhang

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