Authors

Hong Ni

Publications 2

Preprint Open access

FinDialogLens: Event Extraction over Multi-Party Dialogue for Missed-Trade Identification in Financial Chatrooms

Chin-Lun Fu, Hong Ni, Behrouz Madahian · 2026

Multi-party financial chatrooms are vital for sales-and-trading professionals, but their complexity makes manual recovery of missed trades infeasible: each Request for Quote (RFQ) is an event whose final price and trade outcome appear many messages after the RFQ-trigger message (the inquiry message), interleaved with c …

Preprint Open access

APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory

Chin-Lun Fu, Anagha Kulkarni, Hong Ni et al. · 2026

Personalized LLM assistants must recover sparse evidence from long conversation histories across queries of varying complexity. We introduce APDMem (Agent-controlled Progressive Disclosure Memory), a hierarchical long-term memory architecture that applies progressive disclosure to memory retrieval. Rather than relying …

Co-authors

Chin-Lun Fu Anagha Kulkarni Behrouz Madahian