A Review of Methods Used in Machine Learning and Data Analysis. - Qingyang Wu (ICMLC, 2019)

Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks. - Qingyang Wu; He Li; Weijie Su 001; Lexin Li; Zhou Yu (CoRR, 2019)

Importance-Aware Learning for Neural Headline Editing. - Qingyang Wu; Lei Li 005; Hao Zhou 012; Ying Zeng; Zhou Yu (AAAI, 2020)

A Tailored Pre-Training Model for Task-Oriented Dialog Generation. - Jing Gu; Qingyang Wu; Chongruo Wu; Weiyan Shi; Zhou Yu (CoRR, 2020)

On the Generation of Medical Dialogues for COVID-19. - Wenmian Yang; Guangtao Zeng; Bowen Tan; Zeqian Ju; Subrato Chakravorty; Xuehai He; Shu Chen; Xingyi Yang; Qingyang Wu; Zhou Yu; Eric P. Xing; Pengtao Xie (CoRR, 2020)

Memformer: The Memory-Augmented Transformer. - Qingyang Wu; Zhenzhong Lan; Jing Gu; Zhou Yu 005 (CoRR, 2020)

Perception Score: A Learned Metric for Open-ended Text Generation Evaluation. - Jing Gu; Qingyang Wu; Zhou Yu (AAAI, 2021)

TextGAIL: Generative Adversarial Imitation Learning for Text Generation. - Qingyang Wu; Lei Li 005; Zhou Yu (AAAI, 2021)

PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation. - Jing Gu; Qingyang Wu; Chongruo Wu; Weiyan Shi; Zhou Yu (ACL/IJCNLP (2), 2021)

On the Generation of Medical Dialogs for COVID-19. - Meng Zhou; Zechen Li 001; Bowen Tan; Guangtao Zeng; Wenmian Yang; Xuehai He; Zeqian Ju; Subrato Chakravorty; Shu Chen; Xingyi Yang; Yichen Zhang; Qingyang Wu; et al. (ACL/IJCNLP (2), 2021)

Collaborative filtering algorithm based on optimized clustering and fusion of user attribute features. - Qingyang Wu; Xu Cheng; Erxin Sun; Chengpeng Deng (DSIT, 2021)

Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. - Qingyang Wu; Yichi Zhang 001; Yu Li 013; Zhou Yu 005 (EACL, 2021)

Memformer: A Memory-Augmented Transformer for Sequence Modeling. - Qingyang Wu; Zhenzhong Lan; Kun Qian 016; Jing Gu; Alborz Geramifard; Zhou Yu 005 (AACL/IJCNLP (Findings), 2022)

DG2: Data Augmentation Through Document Grounded Dialogue Generation. - Qingyang Wu; Song Feng 002; Derek Chen; Sachindra Joshi; Luis A. Lastras; Zhou Yu (SIGDIAL, 2022)

Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework. - Xiaojiang Peng; Xiaomao Fan; Qingyang Wu; Jieyan Zhao; Pan Gao (CoRR, 2022)

Stateful Memory-Augmented Transformers for Dialogue Modeling. - Qingyang Wu; Zhou Yu (CoRR, 2022)

AU-Aware Vision Transformers for Biased Facial Expression Recognition. - Shuyi Mao; Xinpeng Li 004; Qingyang Wu; Xiaojiang Peng (CoRR, 2022)

Reinforced Language Modeling for End-to-End Task Oriented Dialog. - Xiao Yu 011; Qingyang Wu; Kun Qian 016; Zhou Yu 005 (CoRR, 2022)

Large GAN Is All You Need. - Kai Liu 034; Qingyang Wu; Mengkun Xie (CGI (1), 2023)

GLIGEN: Open-Set Grounded Text-to-Image Generation. - Yuheng Li; Haotian Liu; Qingyang Wu; Fangzhou Mu; Jianwei Yang; Jianfeng Gao 001; Chunyuan Li; Yong Jae Lee (CVPR, 2023)

A Survey of Binary Code Security Analysis. - Qingyang Wu; Huo Quanrui; Yuqiao Ning; Chenya Bian; Guo Zhen; Shiwen Shen (DSIT, 2023)

KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning. - Xiao Yu 011; Qingyang Wu; Kun Qian 016; Zhou Yu 005 (EMNLP, 2023)

ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes. - Ran Gong; Jiangyong Huang; Yizhou Zhao; Haoran Geng; Xiaofeng Gao 002; Qingyang Wu; Wensi Ai; Ziheng Zhou; Demetri Terzopoulos; Song-Chun Zhu; Baoxiong Jia; Siyuan Huang 001 (ICCV, 2023)

A General Computationally-Efficient 3D Reconstruction Pipeline for Multiple Images with Point Clouds. - Qingyang Wu; Yiqing Shen 003; Jing Ke (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Visual Instruction Tuning. - Haotian Liu; Chunyuan Li; Qingyang Wu; Yong Jae Lee (NeurIPS, 2023)

DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems. - Qingyang Wu; James Gung; Raphael Shu; Yi Zhang (SIGDIAL, 2023)

FaceChat: An Emotion-Aware Face-to-face Dialogue Framework. - Deema Alnuhait; Qingyang Wu; Zhou Yu (CoRR, 2023)

Using Textual Interface to Align External Knowledge for End-to-End Task-Oriented Dialogue Systems. - Qingyang Wu; Deema Alnuhait; Derek Chen; Zhou Yu (CoRR, 2023)

Attention: Large Multimodal Model is Watching your Geo-privacy. - Yifan Yang; Yixian Zhang; Daoyang Li; Shuju Sun; Junhong Duan; Junzhou He; Qingyang Wu; Hao Liu (CoRR, 2023)

Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling. - Qingyang Wu; Zhou Yu (EACL (Findings), 2024)

LIONs: An Empirically Optimized Approach to Align Language Models. - Xiao Yu 011; Qingyang Wu; Yu Li 013; Zhou Yu 005 (EMNLP, 2024)

DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting. - Xuanming Zhang; Anthony Diaz; Zixun Chen; Qingyang Wu; Kun Qian 016; Erik Voss; Zhou Yu 005 (EMNLP, 2024)

kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning. - Wenting Zhao 006; Ye Liu 006; Yao Wan 001; Yibo Wang 001; Qingyang Wu; Zhongfen Deng; Jiangshu Du; Shuaiqi Liu 002; Yunlong Xu; Philip S. Yu (NAACL-HLT, 2024)

Research and Implementation of Open Source Component Library Detection for Binary Programs. - Yanan Zhang; Chao Ma; Yuqiao Ning; Qingyang Wu; Zhen Guo (IEEE Access, 2024)

Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals. - Qingyang Wu; Ying Xu; Tingsong Xiao; Yunze Xiao; Yitong Li; Tianyang Wang; Yichi Zhang; Shanghai Zhong; Yuwei Zhang; Wei Lu; Yifan Yang (CoRR, 2024)

Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations. - Xinran Li; Xiaomao Fan; Qingyang Wu; Xiaojiang Peng; Ye Li 002 (CoRR, 2024)

Improving Causal Reasoning in Large Language Models: A Survey. - Siheng Xiong; Delin Chen; Qingyang Wu; Longxuan Yu; Qingzhen Liu; Dawei Li; Zhikai Chen; Xiaoze Liu; Liangming Pan (CoRR, 2024)

Towards Better Language Models: Algorithms, Architectures, and Applications - Qingyang Wu (2024)

Magnetic soft microfiberbots for robotic embolization. - Xurui Liu; Liu Wang; Yuanzhuo Xiang; Fan Liao; Na Li; Jiyu Li; Jiaxin Wang; Qingyang Wu; Cheng Zhou; Youzhou Yang; Yuanshi Kou; Yueying Yang; et al. (Sci. Robotics, 2024)

CausalEval: Towards Better Causal Reasoning in Language Models. - Longxuan Yu; Delin Chen; Siheng Xiong; Qingyang Wu; Dawei Li; Zhikai Chen; Xiaoze Liu; Liangming Pan (NAACL (Long Papers), 2025)

Mamba-based super-resolution and semi-supervised YOLOv10 for freshwater mussel detection using acoustic video camera: A case study at Lake Izunuma, Japan. - Fan Zhao; Decong Xu; Zhiyan Ren; Xinlei Shao; Qingyang Wu; Yongying Liu; Jiaqi Wang; Jian Song; Yijia Chen; Guochen Zhang; Yasufumi Fujimoto; Tetsuo Shimada; et al. (Ecol. Informatics, 2025)

Enhancing domain adaptation for plant diseases detection through Masked Image Consistency in Multi-Granularity Alignment. - Guinan Guo; Songning Lai; Qingyang Wu; Yuntao Shou; Wenxu Shi (Expert Syst. Appl., 2025)

SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image Reasoning. - Andrew Li; Rahul Thapa; Rahul Chalamala; Qingyang Wu; Kezhen Chen; James Zou (CoRR, 2025)

Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods. - Junlin Wang; Shang Zhu; Jon Saad-Falcon; Ben Athiwaratkun; Qingyang Wu; Jue Wang; Shuaiwen Leon Song; Ce Zhang 001; Bhuwan Dhingra; James Zou 001 (CoRR, 2025)

How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos? - Rahul Thapa; Andrew Li; Qingyang Wu; Bryan He; Yuki Sahashi; Christina Binder; Angela Zhang; Ben Athiwaratkun; Shuaiwen Leon Song; David Ouyang; James Zou 001 (CoRR, 2025)

Disentangling Reasoning and Knowledge in Medical Large Language Models. - Rahul Thapa; Qingyang Wu; Kevin Wu; Harrison Zhang; Angela Zhang; Eric Wu; Haotian Ye; Suhana Bedi; Nevin Aresh; Joseph Boen; Shriya Reddy; Ben Athiwaratkun; et al. (CoRR, 2025)

Data Diversification Methods In Alignment Enhance Math Performance In LLMs. - Berkan Dokmeci; Qingyang Wu; Ben Athiwaratkun; Ce Zhang 001; Shuaiwen Leon Song; James Zou 001 (CoRR, 2025)