498 citations · 636 across the 19 of their papers we have counts for
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cs.CL2026
LiteCoder-Terminal: Scaling Long-Horizon Terminal Environments for Learning Language Agents
Xiaoxuan Peng, Kaiqi Zhang, Xinyu Lu +5
Mastering terminal environments requires language agents capable of multi-step planning, feedback-grounded execution, and dynamic state adaptation. However, training such agents is…
cs.LG2026
P^2O: Joint Policy and Prompt Optimization
Xinyu Lu, Kaiqi Zhang, Jinglin Yang +6
Reinforcement Learning with Verifiable Rewards (RLVR) enhances Large Language Model (LLM) reasoning but is suffer from advantage collapse: when all rollouts of a query receive iden…
cs.DC2026
Shifting the Sweet Spot: High-Performance Matrix-Free Method for High-Order Elasticity
Dali Chang, Chong Zhang, Kaiqi Zhang +3
MFEM is a widely used finite-element library, but its native linear-elasticity Partial Assembly (PA) path still applies an contraction in the element operator, leaving…