SurfCon: Synonym Discovery on Privacy-Aware Clinical Data. - Zhen Wang 041; Xiang Yue; Soheil Moosavinasab; Yungui Huang; Simon M. Lin; Huan Sun 001 (KDD, 2019)

Rationalizing Medical Relation Prediction from Corpus-level Statistics. - Zhen Wang 041; Jennifer Lee; Simon M. Lin; Huan Sun 001 (ACL, 2020)

Graph embedding on biomedical networks: methods, applications and evaluations. - Xiang Yue; Zhen Wang 041; Jingong Huang; Srinivasan Parthasarathy 001; Soheil Moosavinasab; Yungui Huang; Simon M. Lin; Wen Zhang 008; Ping Zhang 016; Huan Sun 001 (Bioinform., 2020)

Modeling Context Pair Interaction for Pairwise Tasks on Graphs. - Zhen Wang 041; Bo Zong; Huan Sun 001 (WSDM, 2021)

Boosting coherence of language models. - Nikolay Malkin; Zhen Wang 041; Nebojsa Jojic (CoRR, 2021)

Coherence boosting: When your pretrained language model is not paying enough attention. - Nikolay Malkin; Zhen Wang 041; Nebojsa Jojic (ACL (1), 2022)

Bootstrapping a User-Centered Task-Oriented Dialogue System. - Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Lingbo Mo; Samuel Stevens 001; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; Huan Sun 001 (CoRR, 2022)

Frustratingly Simple Entity Tracking with Effective Use of Multi-Task Learning Models. - Janvijay Singh; Fan Bai 006; Zhen Wang 041 (CoRR, 2022)

ThinkSum: Probabilistic reasoning over sets using large language models. - Batu Ozturkler; Nikolay Malkin; Zhen Wang 041; Nebojsa Jojic (ACL (1), 2023)

Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding. - Janvijay Singh; Fan Bai 006; Zhen Wang 041 (EACL, 2023)

Reasoning with Language Model is Planning with World Model. - Shibo Hao; Yi Gu; Haodi Ma; Joshua Jiahua Hong; Zhen Wang 041; Daisy Zhe Wang; Zhiting Hu (EMNLP, 2023)

Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning. - Zhen Wang 041; Rameswar Panda; Leonid Karlinsky; Rogério Feris; Huan Sun 001; Yoon Kim (ICLR, 2023)

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings. - Shibo Hao; Tianyang Liu 003; Zhen Wang 041; Zhiting Hu (NeurIPS, 2023)

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. - Lingbo Mo; Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Sunit Singh; Samuel Stevens 001; Chang-You Tai; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; et al. (SIGDIAL, 2023)

GPT is becoming a Turing machine: Here are some ways to program it. - Ana Jojic; Zhen Wang 041; Nebojsa Jojic (CoRR, 2023)

Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models. - Somanshu Singla; Zhen Wang 041; Tianyang Liu 003; Abdullah Ashfaq; Zhiting Hu; Eric P. Xing (EMNLP, 2024)

PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization. - Xinyuan Wang 010; Chenxi Li; Zhen Wang 041; Fan Bai 006; Haotian Luo; Jiayou Zhang; Nebojsa Jojic; Eric P. Xing; Zhiting Hu (ICLR, 2024)

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models. - Shibo Hao; Yi Gu; Haotian Luo; Tianyang Liu 003; Xiyan Shao; Xinyuan Wang 010; Shuhua Xie; Haodi Ma; Adithya Samavedhi; Qiyue Gao; Zhen Wang 041; Zhiting Hu (CoRR, 2024)

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts. - Junmo Kang; Leonid Karlinsky; Hongyin Luo; Zhen Wang 041; Jacob A. Hansen; James R. Glass; David Daniel Cox; Rameswar Panda; Rogério Feris; Alan Ritter (ICLR, 2025)

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models. - Yanbin Yin; Kun Zhou; Zhen Wang 041; Zhaoxiang Zhang 001; Yifei Shao; Shibo Hao; Yi Gu; Jieyuan Liu; Somanshu Singla; Tianyang Liu 003; Eric P. Xing; Zhengzhong Liu 001; et al. (CoRR, 2025)