Yonghua Lin
Yonghua Lin has 3 papers in our library, in 2026, most of them on Vision & language, Efficient models & compression, Sentiment & emotion; often with Hao Zhang, Lyu Mengsi, Yulong Ao.
OpenAlex · h-index 19 · 54 works · 998 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #9194
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksPsychology · 1 workExperimental and Cognitive Psychology · 1 workSignal Processing · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 2 worksVision & language · 2 worksSentiment & emotion · 1 work
Works by year
2020s
Papers
- EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations (2026 · 6 citations)
Chinese multimodal emotion recognition (MER) has far fewer resources than English. Existing Chinese corpora are mostly clipped from films and TV, so their quality is often low. They also tend to lack conversational structure or rich labels. Emotion captioning additionally relies on unreleased data, which makes… - PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference (2026 · 6 citations)
Production LLM serving often splits inference into two parts: a prefill stage that processes the prompt and builds the KV cache, and a decode stage that generates tokens. - TrimTokenator: Towards Adaptive Visual Token Pruning for Large Multimodal Models (2026 · 6 citations)
Large multimodal models turn an image into thousands of visual tokens. Because self-attention cost grows quadratically with sequence length, these tokens make inference slow and memory-hungry. The authors first compare the two modalities through attention patterns, semantic distribution and repeated information. They…
Co-authors here
- Hao Zhang ×2
- Lyu Mengsi ×2
- Yulong Ao ×2
- Haoqin Sun
- Hui Wang
- Jiaming Zhou
- Jinghua Zhao
- Shiwan Zhao
- Xi Yang
- Yequan Wang
- Zhuo Chen
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
Cited by
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