Zhenghua Xu
13 papers · 2017–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(69)
π
Trend Setter
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Natural Language Processing
(3)
Reinforcement Learning
(3)
Applications
(3)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Methods
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Application Areas
(2)
Keywords
predictive coding
(3)
image classification
(2)
neural network
(2)
deep reinforcement learning
(2)
multi-task learning
(1)
uncertainty modeling
(1)
multi-agent reinforcement learning
(1)
associative memory
(1)
information extraction
(1)
question answering
(1)
hierarchical reinforcement learning
(1)
game playing
(1)
skill discovery
(1)
hierarchical generative model
(1)
biologically plausible learning
(1)
data augmentation
(1)
biologically plausible
(1)
intrinsic motivation
(1)
information bottleneck
(1)
reinforcement learning
(1)
Papers
Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation
AAAI 2026
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG
AAAI 2026
MPL: Multiple Programming Languages with Large Language Models for Information Extraction
ACL 2025
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
ICLR 2024
Reverse Differentiation via Predictive Coding
AAAI 2022
Associative Memories via Predictive Coding
NeurIPS 2021
Detecting Beneficial Feature Interactions for Recommender Systems
AAAI 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets
CVPR 2021
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence
AAAI 2020
Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks
NeurIPS 2020
Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards
AAAI 2020
Diversity-Driven Extensible Hierarchical Reinforcement Learning
AAAI 2019
Tag-Aware Personalized Recommendation Using a Hybrid Deep Model
IJCAI 2017