Jinwen Ma
22 papers · 2015–2025 · 11 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
๐ Academic Marathon (10) ๐ Conference Polyglot (11) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (7)
๐
Cross-Pollinator
(7)
๐
Renaissance Researcher
(7)
๐บ๏ธ
Taxonomy Completionist
(43)
๐
Grand Slam
๐
Conference Pioneer
๐๏ธ
Keyword Collector
(89)
โก
Prolific Year
(5)
๐
Century Club
(22)
โ
The Questioner
๐ฅ
Unstoppable
(8)
Conferences
AAAI (4)
ICLR (3)
ICML (3)
IJCAI (3)
COLING (2)
CVPR (2)
ACML (1)
ECCV (1)
EMNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
convolutional neural network
(4)
one-class learning
(2)
dialogue generation
(2)
partial differential operator
(2)
feature learning
(2)
semi-supervised learning
(2)
partial differential equation
(2)
image segmentation
(1)
stochastic gradient descent
(1)
image classification
(1)
feature extraction
(1)
natural language processing
(1)
manifold regularization
(1)
sparse representation
(1)
human detection
(1)
anomaly detection
(1)
catastrophic forgetting
(1)
natural language inference
(1)
machine translation
(1)
object detection
(1)
Papers
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
ICLR 2025
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
EMNLP 2025
Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing
ACML 2024
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries
IJCAI 2024
Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond
WACV 2023
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differentialย Mechanism
ICLR 2023
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
ICML 2022
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs
AAAI 2021
Predictive Adversarial Learning from Positive and Unlabeled Data
AAAI 2021
Continual Learning by Using Information of Each Class Holistically
AAAI 2021
CIMON: Towards High-quality Hash Codes
IJCAI 2021
Transformation of Dense and Sparse Text Representations
COLING 2020
HRN: A Holistic Approach to One Class Learning
NIPS 2020
Multi-Label Classification with Label Graph Superimposing
AAAI 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions
ICML 2020
Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling
COLING 2020
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning
CVPR 2019
Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation
ICLR 2019
GSN: A Graph-Structured Network for Multi-Party Dialogues
IJCAI 2019
The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects
ICML 2019
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
ECCV 2018
Combination Features and Models for Human Detection
CVPR 2015