Jiacheng Guo
11 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (63)
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(6)
Learning Types
(5)
Computer Vision
(3)
Deep Learning
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Analysis
(2)
Application Areas
(2)
Methods
(2)
Optimization & Theory
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Keywords
representation learning
(2)
partially observable markov decision process
(2)
unsupervised learning
(2)
mathematical reasoning
(2)
direct preference optimization
(1)
sample efficiency
(1)
reinforcement learning
(1)
similarity learning
(1)
contrastive learning
(1)
curriculum learning
(1)
robustness
(1)
video understanding
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
point cloud
(1)
offline reinforcement learning
(1)
language model alignment
(1)
federated learning
(1)
maximum likelihood estimation
(1)
model compression
(1)
Papers
Unsupervised Multi-agent and Single-agent Perception from Cooperative Views
CVPR 2026
An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing
AAAI 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection
EMNLP 2025
MATH-Perturb: Benchmarking LLMs’ Math Reasoning Abilities against Hard Perturbations
ICML 2025
Temporal Consistency for LLM Reasoning Process Error Identification
EMNLP 2025
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
EMNLP 2025
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
Information-Directed Pessimism for Offline Reinforcement Learning
ICML 2024
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
ICLR 2024
Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
ICML 2023
Tracking without Label: Unsupervised Multiple Object Tracking via Contrastive Similarity Learning
ICCV 2023