Zitao Liu
39 papers · 2016–2026 · 14 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (14) π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
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Cross-Pollinator
(13)
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Renaissance Researcher
(9)
πΊοΈ
Taxonomy Completionist
(67)
π
Triple Crown
π¬
Deep Specialist
(10)
π€
Dynamic Duo
(11)
π
Grand Slam
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Conference Pioneer
π₯
Unstoppable
(6)
π
Century Club
(37)
ποΈ
Keyword Collector
(177)
β
The Questioner
(2)
β‘
Prolific Year
(15)
Conferences
AAAI (10)
ACL (4)
EMNLP (4)
IJCNLP (4)
NIPS (4)
COLING (2)
CVPR (2)
ICLR (2)
IJCAI (2)
AACL (1)
ICCV (1)
ICML (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Research topics
Keywords
knowledge tracing
(7)
attention mechanism
(5)
representation learning
(5)
student performance prediction
(4)
story generation
(4)
discourse coherence
(3)
student modeling
(3)
deep learning
(3)
graph neural network
(2)
gender bia
(2)
contrastive learning
(2)
human evaluation
(2)
crowdsourced label
(2)
automatic metric
(2)
temporal modeling
(2)
natural language generation
(2)
length generalization
(2)
text generation
(2)
cognitive modeling
(2)
long text generation
(2)
Papers
A Compress-Expand Framework for Automatic Lesson Plan Generation
AAAI 2026
Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment
AAAI 2026
StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts
EMNLP 2025
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
ICLR 2025
SIGMA: Selective Gated Mamba for Sequential Recommendation
AAAI 2025
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
AAAI 2025
GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
ICCV 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
AAAI 2025
Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models
AAAI 2025
Denoised Attention and Question-Augmented Representations for Knowledge Tracing
IJCAI 2025
Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
IJCAI 2024
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations
AAAI 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
ICLR 2023
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information
NIPS 2023
Probabilistic Categorical Adversarial Attack and Adversarial Training
ICML 2023
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
NIPS 2022
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss
CVPR 2021
Graph Neural Networks with Adaptive Residual
NIPS 2021
Contrastive Clustering
AAAI 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
ACL 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics
ACL 2021
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification
ACL 2021
Temporal-aware Language Representation Learning From Crowdsourced Labels
ACL 2021
COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction
CVPR 2021
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations
EMNLP 2021
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations
EMNLP 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
IJCNLP 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics
IJCNLP 2021
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification
IJCNLP 2021
Temporal-aware Language Representation Learning From Crowdsourced Labels
IJCNLP 2021
Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition
INTERSPEECH 2021
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness
AACL 2020
Graduate Employment Prediction with Bias
AAAI 2020
Learning Multi-Level Dependencies for Robust Word Recognition
AAAI 2020
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
EMNLP 2020
CLEARER: Multi-Scale Neural Architecture Search for Image Restoration
NIPS 2020
Does Gender Matter? Towards Fairness in Dialogue Systems
COLING 2020
Personalized Multimodal Feedback Generation in Education
COLING 2020
Automatic Summarization of Student Course Feedback
NAACL 2016