2 papers
cs.LG2026
Concept Heterogeneity-aware Representation Steering
Laziz U. Abdullaev, Noelle Y. L. Wong, Ryan T. Z. Lee +3
Representation steering offers a lightweight mechanism for controlling the behavior of large language models (LLMs) by intervening on internal activations at inference time. Most e…
cs.LG2025
Disentangled Interleaving Variational Encoding
Noelle Y. L. Wong, Eng Yeow Cheu, Zhonglin Chiam +1
Conflicting objectives present a considerable challenge in interleaving multi-task learning, necessitating the need for meticulous design and balance to ensure effective learning o…