Jian Guan
35 papers · 2017–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13)
π
Renaissance Researcher
(9)
π£
Hot Topic Early Bird
π
Conference Polyglot
(10)
π€
Dynamic Duo
(21)
π
Grand Slam
π¬
Deep Specialist
(13)
π§¬
Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(169)
π
Conference Pioneer
π₯
Unstoppable
(9)
π
Century Club
(33)
β‘
Prolific Year
(7)
Conferences
ACL (10)
EMNLP (6)
AAAI (4)
IJCNLP (3)
NAACL (3)
NIPS (3)
ICML (2)
INTERSPEECH (2)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
text generation
(9)
story generation
(7)
large language model
(5)
human evaluation
(3)
natural language generation
(3)
discourse coherence
(3)
language model
(3)
automatic metric
(2)
open-ended generation
(2)
neural network
(2)
controlled generation
(2)
user preference
(2)
recommender system
(2)
coherence modeling
(2)
dialogue system
(2)
self-supervised learning
(2)
commonsense knowledge
(2)
preference alignment
(2)
contrastive learning
(2)
long text generation
(2)
Papers
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
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
Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation
ICCV 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
A Survey on Personalized AlignmentβThe Missing Piece for Large Language Models in Real-World Applications
ACL 2025
PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models
ACL 2025
FastDrag: Manipulate Anything in One Step
NIPS 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
NIPS 2024
Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation
AAAI 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
EMNLP 2024
Language Models Hallucinate, but May Excel at Fact Verification
NAACL 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
EMNLP 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 Protagonistβs Persona in Story Generation
NAACL 2022
Stylized Story Generation with Style-Guided Planning
IJCNLP 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
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics
ACL 2021
Stylized Story Generation with Style-Guided Planning
ACL 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
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
NIPS 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