Similarity Learning For Cover Song Identification Using Cross-Similarity Matrices of Multi-Level Deep Sequences. - Chaoya Jiang; Deshun Yang; Xiaoou Chen (ICASSP, 2020)

Learn A Robust Representation For Cover Song Identification Via Aggregating Local And Global Music Temporal Context. - Chaoya Jiang; Deshun Yang; Xiaoou Chen (ICME, 2020)

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. - Chaoya Jiang; Haiyang Xu 001; Chenliang Li; Ming Yan 008; Wei Ye 004; Shikun Zhang; Bin Bi; Songfang Huang (EMNLP, 2022)

Exploiting Pseudo Image Captions for Multimodal Summarization. - Chaoya Jiang; Rui Xie 003; Wei Ye 004; Jinan Sun; Shikun Zhang (ACL (Findings), 2023)

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Songfang Huang; Fei Huang 002; Shikun Zhang (ACL (1), 2023)

BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Songfang Huang (ICCV, 2023)

COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Ji Zhang 011 (ACM Multimedia, 2023)

Vision Langauge Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Ming Yan 008; Shikun Zhang; Jie Zhang; Fei Huang 002 (CoRR, 2023)

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization. - Yidong Wang; Zhuohao Yu 001; Zhengran Zeng; Linyi Yang; Cunxiang Wang; Hao Chen 102; Chaoya Jiang; Rui Xie 003; Jindong Wang 001; Xing Xie 001; Wei Ye 004; Shikun Zhang; et al. (CoRR, 2023)

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Shikun Zhang (AAAI, 2024)

Enhancing In-Context Learning via Implicit Demonstration Augmentation. - Xiaoling Zhou; Wei Ye 004; Yidong Wang; Chaoya Jiang; Zhemg Lee; Rui Xie 003; Shikun Zhang (ACL (1), 2024)

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. - Chaoya Jiang; Haiyang Xu 001; Mengfan Dong; Jiaxing Chen; Wei Ye 004; Ming Yan 008; Qinghao Ye; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CVPR, 2024)

MIBench: Evaluating Multimodal Large Language Models over Multiple Images. - Haowei Liu; Xi Zhang; Haiyang Xu 001; Yaya Shi; Chaoya Jiang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Chunfeng Yuan; Bing Li 001; Weiming Hu (EMNLP, 2024)

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization. - Yidong Wang; Zhuohao Yu 001; Wenjin Yao; Zhengran Zeng; Linyi Yang; Cunxiang Wang; Hao Chen 102; Chaoya Jiang; Rui Xie 003; Jindong Wang 001; Xing Xie 001; Wei Ye 004; et al. (ICLR, 2024)

Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models. - Chaoya Jiang; Hongrui Jia; Mengfan Dong; Wei Ye 004; Haiyang Xu 001; Ming Yan 008; Ji Zhang 011; Shikun Zhang (ACM Multimedia, 2024)

MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model. - Chaoya Jiang; Hongrui Jia; Haiyang Xu 001; Wei Ye 004; Mengfan Dong; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (NeurIPS, 2024)

Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. - Wei Ye 004; Chaoya Jiang; Haiyang Xu 001; Chenhao Ye; Chenliang Li; Ming Yan 008; Shikun Zhang; Songhang Huang; Fei Huang 002 (CoRR, 2024)

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization. - Hongrui Jia; Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Mengfan Dong; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CVPR, 2025)

VLM-R3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought. - Chaoya Jiang; Yongrui Heng; Wei Ye 004; Han Yang; Haiyang Xu 001; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CoRR, 2025)

HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models. - Zhaolu Kang; Junhao Gong; Jiaxu Yan; Wanke Xia; Yian Wang; Ziwen Wang; Huaxuan Ding; Zhuo Cheng; Wenhao Cao; Zhiyuan Feng; Siqi He; Shannan Yan; et al. (CoRR, 2025)