Jiacheng Guo
10 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
ICML (4)
EMNLP (3)
AAAI (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
representation learning
(2)
federated learning
(1)
unsupervised learning
(1)
contrastive learning
(1)
similarity learning
(1)
mathematical reasoning
(1)
direct preference optimization
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
video understanding
(1)
language model alignment
(1)
partially observable markov decision process
(1)
maximum likelihood estimation
(1)
multiple object tracking
(1)
communication efficiency
(1)
tree search
(1)
multimodal large language model
(1)
sparse training
(1)
multimodal fusion
(1)
best-of-n sampling
(1)
Papers
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
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
EMNLP 2025
Temporal Consistency for LLM Reasoning Process Error Identification
EMNLP 2025
MATH-Perturb: Benchmarking LLMsβ Math Reasoning Abilities against Hard Perturbations
ICML 2025
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
ICLR 2024
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
Information-Directed Pessimism for Offline Reinforcement Learning
ICML 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