Wei Deng
2 indexed papers
Recent (6 mo)
2With code
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0Benchmarked
0Publications per year
226
Top categories
Vision×1NLP×1Info Retrieval×1
Frequent co-authors
Research Timeline
2026
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory
The paper introduces RHELM, a new benchmark designed to test LLMs' long-term memory by simulating realistic, complex, and evolving dialogues that integrate multiple heterogeneous data sources.
Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models
The paper proposes an agentic pipeline for spatial reasoning by introducing a dynamic cognitive map and Spatial Assertion Codes (SAC), achieving state-of-the-art performance on complex spatial tasks.
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Papers
cs.CVRecentJun 1, 2026
Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models
The paper proposes an agentic pipeline for spatial reasoning by introducing a dynamic cognitive map and Spatial Assertion Codes (SAC), achieving state-of-the-art performance on complex spatial tasks.
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cs.CLcs.IRRecentMay 29, 2026