Jian Guan

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning AAAI 2026 SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception CVPR 2026 Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation ICCV 2025 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NeurIPS 2024 FastDrag: Manipulate Anything in One Step NeurIPS 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024 Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024 Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds Interspeech 2023 Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework AAAI 2023 Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023 Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023 Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023 StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL 2023 A Corpus for Understanding and Generating Moral Stories NAACL 2022 Automatic Comment Generation for Chinese Student Narrative Essays EMNLP 2022 Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation NAACL 2022 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 Stylized Story Generation with Style-Guided Planning ACL 2021 UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation EMNLP 2020 A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation NeurIPS 2019 Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019 Generating Informative Responses with Controlled Sentence Function ACL 2018 Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling Interspeech 2017