Jianwen Sun
12 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Mega-Team · Squad
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Renaissance Researcher
(7)
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Century Club · Bronze
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Keyword Collector
(71)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(8)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(3)
Resources & Methods
(3)
Reinforcement Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
large language model
(4)
reasoning evaluation
(2)
cognitive modeling
(2)
domain generalization
(2)
mathematical reasoning
(2)
multi-agent system
(2)
performance optimization
(1)
evaluation framework
(1)
benchmark evaluation
(1)
synthetic data generation
(1)
preference optimization
(1)
error detection
(1)
resource allocation
(1)
adversarial attack
(1)
policy optimization
(1)
human-ai collaboration
(1)
synthetic data
(1)
adversarial perturbation
(1)
multimodal agent
(1)
continuous action space
(1)
Papers
Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation
AAAI 2026
MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
AAAI 2026
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
ACL 2026
ProSoftArena: Benchmarking Hierarchical Capabilities of Multi-modal Agents in Professional Software Environments
CVPR 2026
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework
EMNLP 2025
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
EMNLP 2025
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges
ICCV 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning
AAAI 2025
Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance
AAAI 2024
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
NeurIPS 2024
Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management
AAAI 2020
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
AAAI 2020