RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 269
Cheuk Man Wong
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Scaling Properties of Same-Family On-Policy Distillation
Paper • 2609.32722 • Published • 324
ROSS: Relearning from Self-Generated Rollouts through Selective Supervision
Paper • 2609.35954 • Published • 50
EasyPPO: Stabilizing the Critic Is Key
Paper • 2609.36802 • Published • 38
Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents
Paper • 2609.37236 • Published • 40
Beyond Dyadic Memory: Interaction-Aware Multimodal Memory with Adaptive Agentic Retrieval for Multi-Party Spoken Conversations
Paper • 2609.32522 • Published • 81
Periodic Weak Spots: Phase Sensitivity from Chunked KV-Cache Compression
Paper • 2609.36322 • Published • 111
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