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Wenxin XU

2 accepted papers

2026

Reinforced Latent Reasoning for LLM-based Recommendation

ICLR 2026poster

Large Language Models (LLMs) have demonstrated impressive reasoning capabilities in complex problem-solving tasks, sparking growing interest in their application to preference reasoning in recommendation systems. Existing methods typically rely on fine-tuning with explicit chain-of-thought (CoT) dat…

Cited by 0SourcecodeScholar
2026

SKETCH: Semantic Key-Point Conditioning for Long-Horizon Vessel Trajectory Prediction

ICML 2026poster

Accurate long-horizon vessel trajectory prediction remains challenging due to compounded uncertainty from complex navigation behaviors and environmental factors. Existing methods often struggle to maintain global directional consistency, leading to drifting or implausible trajectories when extrapola…

Cited by 0SourceScholar