On the Utility of Prediction Sets in Human-AI Teams
Comments Accepted at IJCAI 2022
期刊&会议
IJCAI
International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
Comments Accepted to IJCAI 2022 - Creativity Track - Extended version from Synthetic Data Generation Workshop at ICLR'21 submission (arXiv:2104.00479). arXiv admin note: text overlap with arXiv:2105.12479
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
Comments Accepted by IJCAI 2022
Ensemble Multi-Relational Graph Neural Networks
Comments 7 pages, 3 figures, published to IJCAI 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
Comments IJCAI 2022: Survey Track
Linear Temporal Logic Modulo Theories over Finite Traces (Extended Version)
Comments Extended version of a conference paper accepted at the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022)
Recent Advances on Neural Network Pruning at Initialization
Comments Accepted in IJCAI'22 Survey Track. Code base: https://github.com/mingsun-tse/smile-pruning
Generalizing to Unseen Domains: A Survey on Domain Generalization
Comments Accepted by IEEE Trans. on Knowledge and Data Engineering (TKDE); 19 pages; short version (6 pages) is accepted by IJCAI-21 survey track; codebase: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG
Toward Policy Explanations for Multi-Agent Reinforcement Learning
Comments 9 pages, 3 figures, 2 tables, 2 algorithms, IJCAI 2022
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning
Comments This paper is published in IJCAI 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning
Comments To appear in IJCAI 2022
FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework
Comments Accepted to IJCAI-ECAI 2022
SVTR: Scene Text Recognition with a Single Visual Model
Comments Accepted by IJCAI 2022
Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search
Journal ref IJCAI 2022
Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network
Comments The paper has been accepted for publication at IJCAI-ECAI 2022 (main research track)
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
Comments IJCAI 2022 AI for Good
Plane Geometry Diagram Parsing
Comments Accepted to IJCAI 2022
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
Comments Accepted in IJCAI 2022. The codes are available at https://seqml.github.io/eppo
Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems
Comments 6 pages, 2 figures, International Joint Conference on Artificial Intelligence (IJCAI), Special Topic on AI, the Arts, and Creativity
Test-time Fourier Style Calibration for Domain Generalization
Comments 31st International Joint Conference on Artificial Intelligence (IJCAI) 2022
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes
Comments IJCAI 2022
Efficient PAC Reinforcement Learning in Regular Decision Processes
Comments IJCAI 2021
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
Comments Accepted at IJCAI 2022
Feature and Instance Joint Selection: A Reinforcement Learning Perspective
Comments Accepted by IJCAI-ECAI 2022
Search-Based Testing of Reinforcement Learning
Comments 11 pages, 15 figures, Accepted at IJCAI-ECAI 2022 (Main Track)
Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture
Comments Accepted for publication in IJCAI 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
Comments Accepted by IJCAI 2022
Computing Programs for Generalized Planning as Heuristic Search
Comments Extended abstract accepted at IJCAI-22 Sister Conferences Best Paper Track. arXiv admin note: substantial text overlap with arXiv:2103.14434
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
Comments To appear in the proceedings of International Joint Conference on Artificial Intelligence (2022)
Entity-aware and Motion-aware Transformers for Language-driven Action Localization in Videos
Comments accepted by IJCAI-22, Codes are available at https://github.com/shuoyang129/EAMAT
