Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction. - Dung Thai; Zhiyang Xu; Nicholas Monath; Boris Veytsman; Andrew McCallum (AKBC, 2020)

Improved Latent Tree Induction with Distant Supervision via Span Constraints. - Zhiyang Xu; Andrew Drozdov; Jay-Yoon Lee; Tim O'Gorman; Subendhu Rongali; Dylan Finkbeiner; Shilpa Suresh; Mohit Iyyer; Andrew McCallum (EMNLP (1), 2021)

Structured Energy Network As a Loss. - Jay Yoon Lee; Dhruvesh Patel; Purujit Goyal; Wenlong Zhao 001; Zhiyang Xu; Andrew McCallum (NeurIPS, 2022)

Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings. - Zhongyang Zhang; Zhiyang Xu; Zia Ahmed; Asif Salekin; Tauhidur Rahman (WACV (Workshops), 2022)

RGB WGM lasing woven in fiber braiding cavity. - Kun Ge; Zhiyang Xu; Dan Guo; Ben Niu; Jun Ruan; Libin Cui; Tianrui Zhai (Sci. China Inf. Sci., 2022)

Identifying and Measuring Token-Level Sentiment Bias in Pre-trained Language Models with Prompts. - Apoorv Garg; Deval Srivastava; Zhiyang Xu; Lifu Huang (CoRR, 2022)

Improve Event Extraction via Self-Training with Gradient Guidance. - Zhiyang Xu; Lifu Huang (CoRR, 2022)

Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation. - Zhiyang Xu; Jay Yoon Lee; Lifu Huang (ACL (Findings), 2023)

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning. - Zhiyang Xu; Ying Shen 006; Lifu Huang (ACL (1), 2023)

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models. - Jingyuan Qi; Zhiyang Xu; Ying Shen 006; Minqian Liu; Di Jin; Qifan Wang 001; Lifu Huang (EMNLP, 2023)

Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization. - Xiaochu Li; Minqian Liu; Zhiyang Xu; Lifu Huang (CoRR, 2023)

The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning. - Jingyuan Qi; Zhiyang Xu; Ying Shen 006; Minqian Liu; Di Jin; Qifan Wang 001; Lifu Huang (CoRR, 2023)

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks. - Jingyuan Qi; Minqian Liu; Ying Shen 006; Zhiyang Xu; Lifu Huang (AAAI, 2024)

Multimodal Instruction Tuning with Conditional Mixture of LoRA. - Ying Shen 001; Zhiyang Xu; Qifan Wang 001; Yu Cheng; Wenpeng Yin 001; Lifu Huang (ACL (1), 2024)

Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning. - Zhiyang Xu; Chao Feng; Rulin Shao; Trevor Ashby; Ying Shen 006; Di Jin; Yu Cheng; Qifan Wang 001; Lifu Huang (ACL (Findings), 2024)

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes. - Barry Menglong Yao; Sijia Wang; Yu Chen 022; Qifan Wang 001; Minqian Liu; Zhiyang Xu; Licheng Yu; Lifu Huang (EACL (1), 2024)

Holistic Evaluation for Interleaved Text-and-Image Generation. - Minqian Liu; Zhiyang Xu; Zihao Lin 003; Trevor Ashby; Joy Rimchala; Jiaxin Zhang 005; Lifu Huang (EMNLP, 2024)

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects. - Minqian Liu; Ying Shen 006; Zhiyang Xu; Yixin Cao 002; Eunah Cho; Vaibhav Kumar; Reza Ghanadan; Lifu Huang (NAACL-HLT, 2024)

Lateralization LoRA: Interleaved Instruction Tuning with Modality-Specialized Adaptations. - Zhiyang Xu; Minqian Liu; Ying Shen 006; Joy Rimchala; Jiaxin Zhang 005; Qifan Wang 001; Yu Cheng; Lifu Huang (CoRR, 2024)

NeuroBind: Towards Unified Multimodal Representations for Neural Signals. - Fengyu Yang; Chao Feng; Daniel Wang 005; Tianye Wang; Ziyao Zeng; Zhiyang Xu; Hyoungseob Park; Pengliang Ji; Hanbin Zhao; Yuanning Li; Alex Wong 001 (CoRR, 2024)

Do Large Language Models Possess Sensitive to Sentiment? - Yang Liu; Xichou Zhu; Zhou Shen; Yi Liu; Min Li; Yujun Chen; Benzi John; Zhenzhen Ma; Tao Hu; Zhi Li; Zhiyang Xu; Wei Luo; et al. (CoRR, 2024)

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models. - Haibo Wang; Zhiyang Xu; Yu Cheng; Shizhe Diao; Yufan Zhou 001; Yixin Cao 006; Qifan Wang 001; Weifeng Ge; Lifu Huang (CoRR, 2024)

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models. - Yue Zhang 004; Zhiyang Xu; Ying Shen 001; Parisa Kordjamshidi; Lifu Huang (CoRR, 2024)

RoRA-VLM: Robust Retrieval-Augmented Vision Language Models. - Jingyuan Qi; Zhiyang Xu; Rulin Shao; Yang Chen; Di Jin; Yu Cheng; Qifan Wang 001; Lifu Huang (CoRR, 2024)

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model. - Yue Zhang 004; Zhiyang Xu; Ying Shen 001; Parisa Kordjamshidi; Lifu Huang (ICLR, 2025)

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists. - Zhiyang Xu; Minqian Liu; Ying Shen 006; Joy Rimchala; Jiaxin Zhang 005; Qifan Wang 001; Yu Cheng; Lifu Huang (ICLR, 2025)

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers. - Dehai Min; Zhiyang Xu; Guilin Qi; Lifu Huang; Chenyu You (NAACL (Long Papers), 2025)

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. - Zihao Lin 003; Samyadeep Basu; Mohammad Beigi; Varun Manjunatha; Ryan A. Rossi; Zichao Wang 001; Yufan Zhou 001; Sriram Balasubramanian; Arman Zarei; Keivan Rezaei; Ying Shen 006; Barry Menglong Yao; et al. (CoRR, 2025)

Transfer between Modalities with MetaQueries. - Xichen Pan; Satya Narayan Shukla; Aashu Singh; Zhuokai Zhao; Shlok Kumar Mishra; Jialiang Wang 001; Zhiyang Xu; Jiuhai Chen; Kunpeng Li; Felix Juefei-Xu; Ji Hou; Saining Xie (CoRR, 2025)

LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models. - Minqian Liu; Zhiyang Xu; Xinyi Zhang; Heajun An; Sarvech Qadir; Qi Zhang; Pamela J. Wisniewski; Jin-Hee Cho; Sang Won Lee; Ruoxi Jia 001; Lifu Huang (CoRR, 2025)

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset. - Jiuhai Chen; Zhiyang Xu; Xichen Pan; Yushi Hu; Can Qin; Tom Goldstein; Lifu Huang; Tianyi Zhou 001; Saining Xie; Silvio Savarese; Le Xue; Caiming Xiong; et al. (CoRR, 2025)

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation. - Kaijie Chen; Zihao Lin 003; Zhiyang Xu; Ying Shen 006; Yuguang Yao; Joy Rimchala; Jiaxin Zhang 005; Lifu Huang (CoRR, 2025)

LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer. - Ying Shen 006; Zhiyang Xu; Jiuhai Chen; Shizhe Diao; Jiaxin Zhang 005; Yuguang Yao; Joy Rimchala; Ismini Lourentzou; Lifu Huang (CoRR, 2025)

AR-RAG: Autoregressive Retrieval Augmentation for Image Generation. - Jingyuan Qi; Zhiyang Xu; Qifan Wang 001; Lifu Huang (CoRR, 2025)

Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation. - Zhiyang Xu; Jiuhai Chen; Zhaojiang Lin; Xichen Pan; Lifu Huang; Tianyi Zhou 001; Madian Khabsa; Qifan Wang 001; Di Jin; Michihiro Yasunaga; Lili Yu; Xi Victoria Lin; et al. (CoRR, 2025)