Bin Liu
Bin Liu has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Vision & language; often with Kai Chen, Kai Zou, Kuikun Liu.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10885
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark (2026 · 3 citations)
Unified multimodal models are meant to both interpret and produce images. Existing benchmarks, however, mostly test these two skills separately, or only check loose links between them such as content association or consistency. Uni-MMMU fills this gap with eight reasoning-heavy tasks where one ability logically… - SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration (2026)
Benchmarks for LLM search agents tend to focus on open-web, general-domain lookup or on closed-book science questions.
All works
- Uni-MMMU: A Massive Multi-discipline Multimodal Unified BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Zou, Ziqi Huang, Yuhao Dong, et al.2026 · 3 citations
- SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information IntegrationFindings of the Association for Computational LinguisticsYinhao Tang, Youqing Fang, Yanan Sun, et al.2026
- CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetFengyu Zhang et al.2026
Co-authors here
Venues
- 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
- Findings of the Association for Computational Linguistics: ACL 2026
Cited by
Updated
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