Xiaoran Fan
17 papers · 2021–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Dynamic Duo
(13)
❓
The Questioner
(4)
🔥
Unstoppable · Bronze
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Century Club · Bronze
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Prolific Year · Productive
🌈
Renaissance Researcher
(5)
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Keyword Collector
(87)
Top co-authors
Research topics
Artificial Intelligence
(15)
Core AI
(15)
Machine Learning
(7)
Deep Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Keywords
large language model
(5)
knowledge retention
(2)
reinforcement learning
(2)
multimodal large language model
(2)
benchmark evaluation
(2)
question answering
(2)
tool learning
(2)
knowledge distillation
(2)
mathematical reasoning
(1)
model evaluation
(1)
curriculum learning
(1)
multimodal learning
(1)
humor detection
(1)
code generation
(1)
mutual information
(1)
ensemble learning
(1)
ai safety
(1)
adversarial training
(1)
attention mechanism
(1)
visual reasoning
(1)
Papers
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
ACL 2026
MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models
AAAI 2026
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
AAAI 2026
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study
AAAI 2026
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
Distill Visual Chart Reasoning Ability from LLMs to MLLMs
EMNLP 2025
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
ICLR 2025
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations
EMNLP 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
COLING 2025
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
ACL 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
EMNLP 2024
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
ACL 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
ICML 2024
RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms
EMNLP 2023
NSNet: Non-Saliency Suppression Sampler for Efficient Video Recognition
ECCV 2022
PoseKernelLifter: Metric Lifting of 3D Human Pose Using Sound
CVPR 2022
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense
SemEval 2021