Jian Guan

34 papers · 2017–2026 · 10 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (8) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (68) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) 🤝 Dynamic Duo (21) 🏆 Grand Slam 🔬 Deep Specialist (13) 🧬 Topic Evolution 🏆 Keyword Champion 🗃️ Keyword Collector (169) 🚀 Conference Pioneer 🔥 Unstoppable (9) 💎 Century Club (33) ⚡ Prolific Year (7)

Conferences

ACL (9) EMNLP (6) AAAI (4) IJCNLP (3) NAACL (3) NIPS (3) ICML (2) INTERSPEECH (2) ICCV (1) ICLR (1)

Top co-authors

Minlie Huang (21) Wei Wu (10) Zhexin Zhang (5) Xiaoxi Mao (4) Zitao Liu (4) Changjie Fan (4) Wenbiao Ding (4) Hongning Wang (3) Rui Yan (3) Jiaxin Wen (3)

Keywords

text generation (9) story generation (7) large language model (4) language model (3) human evaluation (3) natural language generation (3) discourse coherence (3) neural network (2) automatic metric (2) long text generation (2) dialogue system (2) open-ended generation (2) coherence modeling (2) user preference (2) commonsense knowledge (2) contrastive learning (2) recommender system (2) self-supervised learning (2) controlled generation (2) sentence-level representation (2)

Papers

MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning AAAI 2026

Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation ICCV 2025

Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025

A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025

CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025

PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024

FastDrag: Manipulate Anything in One Step NIPS 2024

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024

Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024

Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023

Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework AAAI 2023

StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL 2023

Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023

Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023

Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds INTERSPEECH 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

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

Stylized Story Generation with Style-Guided Planning IJCNLP 2021

Stylized Story Generation with Style-Guided Planning ACL 2021

OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021

UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation EMNLP 2020

Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019

A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation NIPS 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