Mengying Zhu
16 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
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Keywords
normalizing flow
(3)
reinforcement learning
(2)
stochastic process
(2)
representation learning
(2)
variational inference
(1)
structure learning
(1)
federated learning
(1)
few-shot learning
(1)
causal inference
(1)
online learning
(1)
reward modeling
(1)
decision making
(1)
text generation
(1)
collaborative filtering
(1)
natural language generation
(1)
adversarial learning
(1)
multimodal learning
(1)
privacy preservation
(1)
semantic alignment
(1)
differential privacy
(1)
Papers
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
AAAI 2026
DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data
AAAI 2026
DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT
AAAI 2026
TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains
AAAI 2026
DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning
AAAI 2026
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities
EMNLP 2025
General Incomplete Time Series Analysis via Patch Dropping Without Imputation
IJCAI 2025
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward
AAAI 2024
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction
AAAI 2024
Spotlight News Driven Quantitative Trading Based on Trajectory Optimization
IJCAI 2023
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective
AAAI 2023
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow
IJCAI 2023
A Smart Trader for Portfolio Management based on Normalizing Flows
IJCAI 2022
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation
IJCAI 2022
An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets
IJCAI 2021
Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit
IJCAI 2020