Juntong Ni
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
reinforcement learning
(1)
benchmark evaluation
(1)
language modeling
(1)
time series
(1)
graph sparsification
(1)
language model
(1)
code synthesis
(1)
graph coarsening
(1)
spatial dependency
(1)
llm agent
(1)
entity identification
(1)
scientific reasoning
(1)
spatio-temporal reasoning
(1)
large language model
(1)
graph neural network
(1)
graph condensation
(1)
code reproduction
(1)
graph reduction
(1)
Papers
STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning
ACL 2026
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research
EMNLP 2025
A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation
IJCAI 2024