Meng, Rui

11 publications

ICLR 2026 Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short Xuan Lu, Haohang Huang, Rui Meng, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen

ICLR 2026 TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture Yongchao Chen, Jiefeng Chen, Rui Meng, Ji Yin, Na Li, Chuchu Fan, Chi Wang, Tomas Pfister, Jinsung Yoon

ICLR 2026 Tools Are Under-Documented: Simple Document Expansion Boosts Tool Retrieval Xuan Lu, Haohang Huang, Rui Meng, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen

TMLR 2026 VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents Rui Meng, Ziyan Jiang, Ye Liu, Mingyi Su, Xinyi Yang, Yuepeng Fu, Can Qin, Raghuveer Thirukovalluru, Xuan Zhang, Zeyuan Chen, Ran Xu, Caiming Xiong, Yingbo Zhou, Wenhu Chen, Semih Yavuz

ICLR 2025 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Shang Zeyuan, Wei Zhang, Rui Meng, Xiaoyu Shen

NeurIPS 2025 Breaking the Batch Barrier (b3) of Contrastive Learning via Smart Batch Mining Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, Wenhu Chen, Bhuwan Dhingra

ICCV 2025 Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework Rohan Sharma, Changyou Chen, Feng-Ju Chang, Seongjun Yun, Xiaohu Xie, Rui Meng, Dehong Xu, Alejandro Mottini, Qingjun Cui

ICLR 2025 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen

ICLR 2024 Decoupled Marked Temporal Point Process Using Neural Ordinary Differential Equations Yujee Song, Donghyun Lee, Rui Meng, Won Hwa Kim

ECCV 2024 LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer Ning Yu, Chia-chih Chen, Zeyuan Chen, Rui Meng, Gang Wu, Paul W Josel, Juan Carlos Niebles, Caiming Xiong, Ran Xu

AAAI 2022 Unsupervised Deep Keyphrase Generation Xianjie Shen, Yinghan Wang, Rui Meng, Jingbo Shang