Zitao Liu

39 papers · 2016–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (67) 👑 Triple Crown 🔬 Deep Specialist (10) 🤝 Dynamic Duo (11) 🏆 Grand Slam 🚀 Conference Pioneer 🔥 Unstoppable (6) 💎 Century Club (37) 🗃️ Keyword Collector (177) ❓ The Questioner (2) ⚡ 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

Jiliang Tang (11) Weiqi Luo (11) Wenbiao Ding (9) Haochen Liu (5) Teng Guo (5) Minlie Huang (5) Shuyan Huang (5) Tianqiao Liu (5) Hui LIU (4) Jian Guan (4)

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