🧑‍🔬 Yada Zhu

🏛️ Affiliations

🏢IBMArmonk · United States2012–2026 · 61 paperscurrent🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States2011–2026 · 35 paperscurrent🎓Massachusetts Institute of TechnologyCambridge · United States2021–2025 · 11 papers🎓University of Illinois Urbana-ChampaignUrbana · United States2022–2023 · 3 papers🎓Rutgers, The State University of New JerseyNew Brunswick · United States2009–2015 · 3 papers

🏛️IBM ResearchYorktown Heights · United States2010Employment since 2010 · Pricinple Research Scientist, IBM Research

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents (2026 · 6 citations)
   Agents built on multimodal large language models (MLLMs) need to remember what users show and tell them over many conversations.
2. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking (2026 · 3 citations)
   Many real questions can only be answered by combining facts spread over several tables, yet RAG systems mostly target plain text, and realistic benchmarks for multi-table retrieval are scarce.

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYunan Ye et al.2020 · 169 citations
2. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetYue Zhou et al.2024 · 23 citations
3. Reasoning of Large Language Models over Knowledge Graphs with Super-Relations ↗arXiv:2503.22166 · no summary yetSong Wang et al.2025 · 8 citations
4. Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanchen Bei, Tianxin Wei, Xuying Ning, et al.2026 · 6 citations
5. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and BenchmarkingFindings of the Association for Computational LinguisticsJiaru Zou, Dongqi Fu, Sirui Chen, et al.2026 · 3 citations

🤝 Co-authors here

12 co-authors with a page, the most papers together first.

• Jingrui He ×2
• Hanghang Tong
• Jiaru Zou
• Jiawei Han
• Sirui Chen
• Tianxin Wei
• Xiao Lin
• Xuying Ning
• Yanjun Zhao
• Yuanchen Bei
• Zhining Liu
• Zihao Li

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 39 times (of the 149,439 papers whose bibliographies we read); 6 citing papers with a page here →.

Updated 31 October 2026

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