影响力指数

66.91/100

前 3.2%

全站排名 #2,057

发表论文13 篇

平均评分5.1

年均产出4.3 篇/年

Qianli Ma

Full Professor@South China University of Technology·中国·OpenReview

研究方向

Deep learning · Time series mining · Text classification · Entity recognition · Emotion-cause pair extraction

5.5

Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting

ICLR 2026Poster

通讯

2.7

Generative Adversarial Optimization: Dual-Reward Reinforcement Learning for Mathematics Reasoning

ICLR 2026Withdrawn

三作

2.0

Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction

ICLR 2025Poster

通讯

5.8

Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series Modeling

ICLR 2025Rejected

通讯

5.5

HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting

ICML 2025Poster

通讯

5.3

Conditional Information Bottleneck Approach for Out-of-Distribution Sequential Recommendation

ICLR 2025Rejected

通讯

3.8

Neural-Symbolic Message Passing with Dynamic Pruning

合作者 (20)

Qianli Ma

Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting

Generative Adversarial Optimization: Dual-Reward Reinforcement Learning for Mathematics Reasoning

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Learning Soft Sparse Shapes for Efficient Time-Series Classification

Spurious Forgetting in Continual Learning of Language Models

Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series

Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction

Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series Modeling

HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting

Conditional Information Bottleneck Approach for Out-of-Distribution Sequential Recommendation

Neural-Symbolic Message Passing with Dynamic Pruning