Zitao Liu

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 Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages ICLR 2025 Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025 Denoised Attention and Question-Augmented Representations for Knowledge Tracing IJCAI 2025 GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025 Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models AAAI 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts EMNLP 2025 What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning AAAI 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 Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023 simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing ICLR 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NeurIPS 2023 pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NeurIPS 2022 COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction CVPR 2021 Contrastive Clustering AAAI 2021 CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations EMNLP 2021 Graph Neural Networks with Adaptive Residual NeurIPS 2021 Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition Interspeech 2021 Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021 Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations EMNLP 2021 OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021 Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 Temporal-aware Language Representation Learning From Crowdsourced Labels ACL 2021 The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification ACL 2021 CLEARER: Multi-Scale Neural Architecture Search for Image Restoration NeurIPS 2020 Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020 Graduate Employment Prediction with Bias AAAI 2020 Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020 Learning Multi-Level Dependencies for Robust Word Recognition AAAI 2020 Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning EMNLP 2020 Personalized Multimodal Feedback Generation in Education COLING 2020 Automatic Summarization of Student Course Feedback NAACL 2016