Learning Sparse Structured Ensembles with stochastic Gradient MCMC Sampling and Network Pruning. - Yichi Zhang 001; Zhijian Ou (MLSP, 2018)

Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning. - Yichi Zhang 001; Zhijian Ou (CoRR, 2018)

Elastic CRFs for Open-ontology Slot Filling. - Yinpei Dai; Yichi Zhang 001; Zhijian Ou; Yanmeng Wang; Junlan Feng (CoRR, 2018)

Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context. - Yichi Zhang 001; Zhijian Ou; Zhou Yu 005 (AAAI, 2020)

Paraphrase Augmented Task-Oriented Dialog Generation. - Silin Gao; Yichi Zhang 001; Zhijian Ou; Zhou Yu 005 (ACL, 2020)

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. - Yichi Zhang 001; Zhijian Ou; Min Hu; Junlan Feng (EMNLP (1), 2020)

Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. - Yichi Zhang 001; Yinpei Dai; Zhijian Ou; Huixin Wang; Junlan Feng (INTERSPEECH, 2020)

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. - Yichi Zhang 001; Zhijian Ou; Huixin Wang; Junlan Feng (CoRR, 2020)

Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring. - Yichi Zhang 001; Joyce Chai (ACL/IJCNLP (Findings), 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)

Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. - Shane Storks; Qiaozi Gao; Yichi Zhang 001; Joyce Chai (EMNLP (Findings), 2021)

DANLI: Deliberative Agent for Following Natural Language Instructions. - Yichi Zhang 001; Jianing Yang; Jiayi Pan 002; Shane Storks; Nikhil Devraj; Ziqiao Ma 001; Keunwoo Peter Yu; Yuwei Bao; Joyce Chai (EMNLP, 2022)

Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? - Yuwei Bao; Keunwoo Peter Yu; Yichi Zhang 001; Shane Storks; Itamar Bar-Yossef; Alexander De La Iglesia; Megan Su; Xiao-Lin Zheng; Joyce Chai (EMNLP (Findings), 2023)

Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? - Yichi Zhang 001; Jiayi Pan 002; Yuchen Zhou; Rui Pan; Joyce Chai (EMNLP, 2023)

Groundhog Grounding Large Language Models to Holistic Segmentation. - Yichi Zhang 001; Ziqiao Ma 001; Xiaofeng Gao 002; Suhaila Shakiah; Qiaozi Gao; Joyce Chai (CVPR, 2024)

Autonomous Evaluation and Refinement of Digital Agents. - Jiayi Pan; Yichi Zhang 001; Nicholas Tomlin; Yifei Zhou; Sergey Levine; Alane Suhr (CoRR, 2024)

Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors. - Jian Wang; Yinpei Dai; Yichi Zhang 001; Ziqiao Ma 001; Wenjie Li; Joyce Chai (ACL (Findings), 2025)

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. - Yichi Zhang 001; Xin Luna Dong; Zhaojiang Lin; Andrea Madotto; Anuj Kumar; Babak Damavandi; Joyce Chai; Seungwhan Moon (CoRR, 2025)

AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies. - Yinpei Dai; Jayjun Lee; Yichi Zhang 001; Ziqiao Ma 001; Jed Yang; Amir Zadeh; Chuan Li; Nima Fazeli; Joyce Chai (CoRR, 2025)