Yibo Yan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
12
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning. | Jialong Qin, Xin Zou, Di Lu, Yibo Yan, Xuming Hu |
| 2026 | ACL | Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs. | Yubo Gao, Haotian Wu, Hong Chen, Junquan Huang, Yibo Yan, Jungang Li, Zihao Dongfang, Sicheng Tao, Puay Siew Tan, Jie Zhang, Xuming Hu |
| 2026 | ACL | Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering. | Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu |
| 2026 | ACL | Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework. | Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James T. Kwok, Xuming Hu |
| 2026 | ACL | ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. | Yibo Yan, Shen Wang, Jiahao Huo, Hang Li, Boyan Li, Jiamin Su, Xiong Gao, Yifan Zhang, Tianlong Xu, Zhendong Chu, Aoxiao Zhong, Kun Wang, Hui Xiong, Philip S. Yu, Xuming Hu, Qingsong Wen |
| 2026 | ACL | Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning. | Yibo Yan, Shen Wang, Jiahao Huo, Jingheng Ye, Zhendong Chu, Xuming Hu, Philip S. Yu, Carla P. Gomes, Bart Selman, Qingsong Wen |
| 2025 | AAAI | UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. | Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang |
| 2025 | ACL | SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. | Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu |
| 2025 | ACL | Unlocking Speech Instruction Data Potential with Query Rewriting. | Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu |
| 2025 | ACL | MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. | Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu |
| 2025 | ACL | A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models. | Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu |
| 2025 | ACL | EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. | Jiamin Su, Yibo Yan, Fangteng Fu, Zhang Han, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu |
| 2025 | ACL | MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection. | Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen |
| 2025 | ACL | A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. | Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu |
| 2025 | ACL | Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. | Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu |
| 2025 | EMNLP | LLM Agents for Education: Advances and Applications. | Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jingheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen |
| 2025 | EMNLP | PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions. | Song Dai, Yibo Yan, Jiamin Su, Dongfang Zihao, Yubo Gao, Yonghua Hei, Jungang Li, Junyan Zhang, Sicheng Tao, Zhuoran Gao, Xuming Hu |
| 2025 | EMNLP | Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios. | Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu |
| 2025 | EMNLP | Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. | Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu |
| 2025 | EMNLP | VLA-Mark: A cross modal watermark for large vision-language alignment models. | Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu |
| 2025 | EMNLP | Position: LLMs Can be Good Tutors in English Education. | Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen |
| 2025 | ICLR | Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality. | Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu |
| 2025 | ICML | Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. | Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu |
| 2025 | ICML | OneForecast: A Universal Framework for Global and Regional Weather Forecasting. | Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Ray Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang |
| 2025 | ICML | RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning. | Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu |
| 2024 | CIKM | GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding. | Yibo Yan, Joey Lee |
| 2024 | EMNLP | FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. | Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko |
| 2024 | EMNLP | MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model. | Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu |
| 2024 | WWW | UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. | Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang |
| 2023 | MSR | GitHub OSS Governance File Dataset. | Yibo Yan, Seth Frey, Amy X. Zhang, Vladimir Filkov, Likang Yin |
| 2020 | Networking | Priority-Aware Per-flow Measurement using Cuckoo Sketch. | Yibo Yan, Cheng Chen, Huiping Lin, Olivier Ruas, Tengjiao Wang, Tong Yang |
| 2019 | GLOBECOM | Shifting Hash Table: An Efficient Hash Table with Delicate Summary. | Jie Jiang, Yibo Yan, Mengyu Zhang, Binchao Yin, Yumeng Jiang, Tong Yang, Xiaoming Li, Tengjiao Wang |
| 2019 | HPSR | Longest Prefix Matching with Pruning. | Lingtong Liu, Jun Hu, Yibo Yan, Siang Gao, Tong Yang, Xiaoming Li |
| 2017 | ICDE | SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data Items. | Tong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie |