Interventional Video Grounding With Dual Contrastive Learning. - Guoshun Nan; Rui Qiao 006; Yao Xiao; Jun Liu 036; Sicong Leng; Hao Zhang 048; Wei Lu 011 (CVPR, 2021)

Tell2Design: A Dataset for Language-Guided Floor Plan Generation. - Sicong Leng; Yang Zhou 017; Mohammed Haroon Dupty; Wee Sun Lee; Sam Joyce; Wei Lu 011 (ACL (1), 2023)

Uncovering what, why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly. - Hang Du; Sicheng Zhang; Binzhu Xie; Guoshun Nan; Jiayang Zhang; Junrui Xu; Hangyu Liu; Sicong Leng; Jiangming Liu; Hehe Fan; Dajiu Huang; Jing Feng; et al. (CVPR, 2024)

Constrained Layout Generation with Factor Graphs. - Mohammed Haroon Dupty; Yanfei Dong; Sicong Leng; Guoji Fu; Yong Liang Goh; Wei Lu 011; Wee Sun Lee (CVPR, 2024)

Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding. - Sicong Leng; Hang Zhang; Guanzheng Chen; Xin Li 056; Shijian Lu; Chunyan Miao; Lidong Bing (CVPR, 2024)

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays. - Yang Zhou 017; Tan Li Hui Faith; Yanyu Xu; Sicong Leng; Xinxing Xu; Yong Liu 026; Rick Siow Mong Goh (NeurIPS, 2024)

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs. - Zesen Cheng; Sicong Leng; Hang Zhang; Yifei Xin; Xin Li 056; Guanzheng Chen; Yongxin Zhu 003; Wenqi Zhang 001; Ziyang Luo; Deli Zhao; Lidong Bing (CoRR, 2024)

AGLA: Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention. - Wenbin An; Feng Tian 002; Sicong Leng; Jiahao Nie 002; Haonan Lin; Qianying Wang; Guang Dai; Ping Chen 001; Shijian Lu (CoRR, 2024)

The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio. - Sicong Leng; Yun Xing; Zesen Cheng; Yang Zhou; Hang Zhang; Xin Li 056; Deli Zhao; Shijian Lu; Chunyan Miao; Lidong Bing (CoRR, 2024)

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss. - Zesen Cheng; Hang Zhang; Kehan Li; Sicong Leng; Zhiqiang Hu; Fei Wu; Deli Zhao; Xin Li 056; Lidong Bing (CoRR, 2024)

Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention. - Wenbin An; Feng Tian 002; Sicong Leng; Jiahao Nie 002; Haonan Lin; Qianying Wang; Ping Chen 001; Xiaoqin Zhang; Shijian Lu (CVPR, 2025)

Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy. - Zesen Cheng; Hang Zhang; Kehan Li; Sicong Leng; Zhiqiang Hu; Fei Wu; Deli Zhao; Xin Li 056; Lidong Bing (CVPR, 2025)

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding. - Boqiang Zhang; Kehan Li; Zesen Cheng; Zhiqiang Hu; Yuqian Yuan; Guanzheng Chen; Sicong Leng; Yuming Jiang 007; Hang Zhang; Xin Li 056; Peng Jin; Wenqi Zhang 001; et al. (CoRR, 2025)

Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions. - Jingxin Xu; Guoshun Nan; Sheng Guan; Sicong Leng; Yilian Liu; Zixiao Wang; Yuyang Ma; Zhili Zhou; Yanzhao Hou; Xiaofeng Tao (CoRR, 2025)

Advancing Expert Specialization for Better MoE. - Hongcan Guo; Haolang Lu; Guoshun Nan; Bolun Chu; Jialin Zhuang; Yuan Yang; Wenhao Che; Sicong Leng; Qimei Cui; Xudong Jiang (CoRR, 2025)

Two Is Better Than One: Rotations Scale LoRAs. - Hongcan Guo; Guoshun Nan; Yuan Yang; Diyang Zhang; Haotian Li; Zhican Chen; Qinchuan Zhou; Yuhan Ran; Xinye Cao; Sicong Leng; Xiaofeng Tao; Xudong Jiang (CoRR, 2025)

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning. - Ruifeng Yuan; Chenghao Xiao; Sicong Leng; Jianyu Wang; Long Li; Weiwen Xu; Hou Pong Chan; Deli Zhao; Tingyang Xu; Zhongyu Wei; Hao Zhang 048; Yu Rong (CoRR, 2025)