Publication

2026↗

QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents

EMNLP 2026 Main Conference

EvaluationGroundingMulti-agent

2026↗

CARE: Privacy-Compliant Agentic Reasoning with Evidence Discordance

EMNLP 2026 Findings

HealthcarePrivacyAgentic reasoning

2026↗

SPADE: Support-Proximity Augmented Diffusion Estimation for Offline Black-Box Optimization

ICML 2026

Offline BBODiffusion surrogateSupport proximity

2026↗

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation

arXiv preprint

Discrete diffusionTokenizationGenerative models

2026↗

MINER: Mining Multimodal Internal Representation for Efficient Retrieval

arXiv preprint

Information retrievalVisual documentsDense embeddings