Kong, Xiang

13 publications

NeurIPS 2025 Checklists Are Better than Reward Models for Aligning Language Models Vijay Viswanathan, Yanchao Sun, Xiang Kong, Meng Cao, Graham Neubig, Tongshuang Wu

ICLR 2025 Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo Shengyu Feng, Xiang Kong, Shuang Ma, Aonan Zhang, Dong Yin, Chong Wang, Ruoming Pang, Yiming Yang

ICLR 2025 TIS-DPO: Token-Level Importance Sampling for Direct Preference Optimization with Estimated Weights Aiwei Liu, Haoping Bai, Zhiyun Lu, Yanchao Sun, Xiang Kong, Xiaoming Simon Wang, Jiulong Shan, Albin Madappally Jose, Xiaojiang Liu, Lijie Wen, Philip S. Yu, Meng Cao

ECCV 2024 MM1: Methods, Analysis & Insights from Multimodal LLM Pre-Training Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Samuel Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Futang Peng, Anton Belyi, Max A Schwarzer, Hongyu Hè, Xianzhi Du, Haotian Zhang, Karanjeet Singh, Doug Kang, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang

NeurIPSW 2024 Memory Retaining Finetuning via Distillation Zitong Yang, Aonan Zhang, Sam Wiseman, Xiang Kong, Ke Ye, Dong Yin

ICLR 2023 Mega: Moving Average Equipped Gated Attention Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer

ECCV 2022 BLT: Bidirectional Layout Transformer for Controllable Layout Generation Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa

ICLR 2021 Decoupling Global and Local Representations via Invertible Generative Flows Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H Hovy

NeurIPS 2021 Luna: Linear Unified Nested Attention Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer

NeurIPS 2020 Deep Transformers with Latent Depth Xian Li, Asa Cooper Stickland, Yuqing Tang, Xiang Kong

AAAI 2019 Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation Xiang Kong, Qizhe Xie, Zihang Dai, Eduard H. Hovy

NeurIPS 2019 MaCow: Masked Convolutional Generative Flow Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard Hovy

AAAI 2019 Neural Machine Translation with Adequacy-Oriented Learning Xiang Kong, Zhaopeng Tu, Shuming Shi, Eduard H. Hovy, Tong Zhang