Zhaowei (James) Wang
E-mail: zwanggy # cse dot ust dot hk
I am currently a research intern with the Seed VLM team at ByteDance, working on multimodal long-context capabilities for Seed-VL models with 128K and 1M-token contexts. This line of work also covers agentic long-context settings, where models are stress-tested on long-horizon, tool-augmented tasks requiring persistent multimodal memory and reasoning.
I am pursuing my PhD in the Department of Computer Science and Engineering (CSE) at HKUST, supervised by Yangqiu Song, as a recipient of the Hong Kong PhD Fellowship Scheme (HKPFS). Previously, I was a visiting scholar at EdinburghNLP, working with Mark Steedman. I received my MPhil degree from HKUST CSE in August 2023.
My current research focuses on multimodal long-context modeling and agentic long-context settings for large vision-language models. I have worked on several related projects, including MMLongBench, MemLens, MMProLong, MMRetHeads, and Memory-T1.
I am always open to new collaborations. Please feel free to reach out via email.
Research Highlights
Multimodal Long Context
- arXivCan Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models (MMRetHeads)
- arXivTraining Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context (MMProLong)
Long-Term Memory
- ICLR
- arXiv
News
| Sep 19, 2025 | MMLongBench is accepted as a spotlight at NeurIPS 2025!!! |
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| Sep 19, 2025 | Two papers are accepted at NeurIPS 2025! |
| Aug 20, 2025 | Three papers accepted at EMNLP 2025. |
| Jun 9, 2025 | The workshop version of our MMLongBench has been accepted by the LCFM Workshop at ICML 2025. |
| May 20, 2025 | Our new paper about Multimodal Long Context is now available: MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly. |
| May 16, 2025 | Our new paper about LLM memory is now available: Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions. |
| May 15, 2025 | Two papers on entailment and factual knowledge have been accepted by ACL2025. |
| Dec 1, 2024 | One paper on entailment has been accepted by NAACL2025. |
Selected Awards
Major Awards:- Hong Kong PhD Fellowship 2023
- National Scholarship (top 2%) 2018-2019
- National Scholarship (top 2%) 2017-2018
- National Scholarship (top 2%) 2016-2017
- HKUST RedBird Academic Excellence Award for Continuing PhD Students 2025
- HKUST Overseas Research Award 2025
- HKUST RedBird PhD Award 2023-2024
- Merit Student in Heilongjiang Province (top 2.5%) 2017-2018
Service
Area Chair: ACL ARR 2024 (all rounds); ACL ARR 2025 Feb, May, July
Conference Reviewer: NeurIPS 2024, 2025; ICLR 2025, 2026; ICML 2025; ICCV 2025; ACL 2023, 2024; EMNLP 2022, 2023; NAACL 2024; KDD 2023; SIGIR 2025; CIKM 2023; AAAI 2024; ACL ARR 2023 (all rounds); ACL ARR 2024 Feb, Apr; ACL ARR 2025 May; COLM 2024, 2025; EACL 2023, 2024; COLING 2022, 2025; LREC-COLING 2024; SDM 2023; AACL 2022, 2023; AKBC 2022; WiNLP@EMNLP 2024
External Journal Reviewer: JAIR 2023 Apr