Junbo Li
9 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (5) π§ Keyword Pioneer
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Unstoppable
(5)
Conferences
NIPS (3)
ICML (2)
EACL (1)
ECCV (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
federated learning
(1)
multilingual nlp
(1)
ridge regression
(1)
code generation
(1)
semantic alignment
(1)
neural network optimization
(1)
instruction tuning
(1)
exponential family
(1)
model-based reinforcement learning
(1)
score matching
(1)
regret bound
(1)
benchmark dataset
(1)
gradient clipping
(1)
weight decay
(1)
multimodal large language model
(1)
proximal policy optimization
(1)
model generalization
(1)
advantage estimation
(1)
table question answering
(1)
semantic evaluation
(1)
Papers
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
EACL 2026
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
EMNLP 2025
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
ICML 2025
PIPA: Preference Alignment as Prior-Informed Statistical Estimation
ICML 2025
Training Bayesian Neural Networks with Sparse Subspace Variational Inference
ICLR 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
NIPS 2024
FedNAR: Federated Optimization with Normalized Annealing Regularization
NIPS 2023
Exponential Family Model-Based Reinforcement Learning via Score Matching
NIPS 2022
VIP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers
ECCV 2022