Unsupervised Cross-lingual Image Captioning. - Jiahui Gao 002; Yi Zhou 042; Philip L. H. Yu; Jiuxiang Gu (CoRR, 2020)

SparseBERT: Rethinking the Importance Analysis in Self-attention. - Han Shi; Jiahui Gao 002; Xiaozhe Ren; Hang Xu 004; Xiaodan Liang; Zhenguo Li; James Tin-Yau Kwok (ICML, 2021)

AutoBERT-Zero: Evolving BERT Backbone from Scratch. - Jiahui Gao 002; Hang Xu 004; Han Shi; Xiaozhe Ren; Philip L. H. Yu; Xiaodan Liang; Xin Jiang 002; Zhenguo Li (AAAI, 2022)

UNISON: Unpaired Cross-Lingual Image Captioning. - Jiahui Gao 002; Yi Zhou 042; Philip L. H. Yu; Shafiq R. Joty; Jiuxiang Gu (AAAI, 2022)

ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback. - Jiacheng Ye; Jiahui Gao 002; Zhiyong Wu 003; Jiangtao Feng; Tao Yu 009; Lingpeng Kong (EMNLP (Findings), 2022)

ZeroGen: Efficient Zero-shot Learning via Dataset Generation. - Jiacheng Ye; Jiahui Gao 002; Qintong Li; Hang Xu 004; Jiangtao Feng; Zhiyong Wu 003; Tao Yu 009; Lingpeng Kong (EMNLP, 2022)

Revisiting Over-smoothing in BERT from the Perspective of Graph. - Han Shi; Jiahui Gao 002; Hang Xu 004; Xiaodan Liang; Zhenguo Li; Lingpeng Kong; Stephen M. S. Lee; James T. Kwok (ICLR, 2022)

ZeroGen+: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning. - Jiahui Gao 002; Renjie Pi; Yong Lin; Hang Xu 004; Jiacheng Ye; Zhiyong Wu 003; Xiaodan Liang; Zhenguo Li; Lingpeng Kong (CoRR, 2022)

DetGPT: Detect What You Need via Reasoning. - Renjie Pi; Jiahui Gao 002; Shizhe Diao; Rui Pan 002; Hanze Dong; Jipeng Zhang; Lewei Yao; Jianhua Han; Hang Xu 004; Lingpeng Kong; Tong Zhang 001 (EMNLP, 2023)

Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning. - Jiahui Gao 002; Renjie Pi; Yong Lin; Hang Xu 004; Jiacheng Ye; Zhiyong Wu 003; Weizhong Zhang; Xiaodan Liang; Zhenguo Li; Lingpeng Kong (ICLR, 2023)

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. - Shijue Huang; Wanjun Zhong; Jianqiao Lu; Qi Zhu 011; Jiahui Gao 002; Weiwen Liu; Yutai Hou; Xingshan Zeng; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruifeng Xu 001; et al. (ACL (Findings), 2024)

Learning to Edit: Aligning LLMs with Knowledge Editing. - Yuxin Jiang; Yufei Wang 005; Chuhan Wu; Wanjun Zhong; Xingshan Zeng; Jiahui Gao 002; Liangyou Li; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Qun Liu 001; Wei Wang (ACL (1), 2024)

PerceptionGPT: Effectively Fusing Visual Perception Into LLM. - Renjie Pi; Lewei Yao; Jiahui Gao 002; Jipeng Zhang; Tong Zhang 001 (CVPR, 2024)

Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models. - Jiacheng Ye; Shansan Gong; Liheng Chen; Lin Zheng; Jiahui Gao 002; Han Shi; Chuan Wu; Xin Jiang 002; Zhenguo Li; Wei Bi; Lingpeng Kong (NeurIPS, 2024)

Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models. - Jiacheng Ye; Shansan Gong; Liheng Chen; Lin Zheng; Jiahui Gao 002; Han Shi; Chuan Wu; Zhenguo Li; Wei Bi; Lingpeng Kong (CoRR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao 002; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (CoRR, 2024)

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration. - Jiahui Gao 002; Renjie Pi; Tianyang Han; Han Wu; Lanqing Hong; Lingpeng Kong; Xin Jiang 002; Zhenguo Li (CoRR, 2024)

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom. - Jingqi Zhou; Sheng Wang; Jingwei Dong; Lei Li 039; Jiahui Gao 002; Lingpeng Kong; Chuan Wu (CoRR, 2024)

Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration. - Qintong Li; Jiahui Gao 002; Sheng Wang; Renjie Pi; Xueliang Zhao; Chuan Wu; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao 002; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (ACL (1), 2025)

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom. - Jingqi Zhou; Sheng Wang; Jingwei Dong; Kai Liu; Lei Li 039; Jiahui Gao 002; Jiyue Jiang; Lingpeng Kong; Chuan Wu (EMNLP, 2025)

Jailbreaking as a Reward Misspecification Problem. - Zhihui Xie 002; Jiahui Gao 002; Lei Li 039; Zhenguo Li; Qi Liu 049; Lingpeng Kong (ICLR, 2025)

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model. - Jiahui Gao 002; Renjie Pi; Jipeng Zhang; Jiacheng Ye; Wanjun Zhong; Yufei Wang 005; Lanqing Hong; Jianhua Han; Hang Xu 004; Zhenguo Li; Lingpeng Kong (ICLR, 2025)

Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration. - Qintong Li; Jiahui Gao 002; Sheng Wang; Renjie Pi; Xueliang Zhao; Chuan Wu; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (ICLR, 2025)

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning. - Jiacheng Ye; Jiahui Gao 002; Shansan Gong; Lin Zheng; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (ICLR, 2025)

Implicit Search via Discrete Diffusion: A Study on Chess. - Jiacheng Ye; Zhenyu Wu; Jiahui Gao 002; Zhiyong Wu 003; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (ICLR, 2025)

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning. - Sheng Wang; Pengan Chen; Jingqi Zhou; Qintong Li; Jingwei Dong; Jiahui Gao 002; Boyang Xue; Jiyue Jiang; Lingpeng Kong; Chuan Wu (CoRR, 2025)

Dream 7B: Diffusion Large Language Models. - Jiacheng Ye; Zhihui Xie 002; Lin Zheng; Jiahui Gao 002; Zirui Wu; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2025)

Dream-Coder 7B: An Open Diffusion Language Model for Code. - Zhihui Xie 002; Jiacheng Ye; Lin Zheng; Jiahui Gao 002; Jingwei Dong; Zirui Wu; Xueliang Zhao; Shansan Gong; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2025)

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone. - Jiacheng Ye; Shansan Gong; Jiahui Gao 002; Junming Fan; Shuang Wu; Wei Bi; Haoli Bai; Lifeng Shang; Lingpeng Kong (CoRR, 2025)

DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas. - Zirui Wu; Lin Zheng; Zhihui Xie 002; Jiacheng Ye; Jiahui Gao 002; Shansan Gong; Yansong Feng 002; Zhenguo Li; Wei Bi; Guorui Zhou; Lingpeng Kong (CoRR, 2026)

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Intrinsic Adaptation. - Jingqi Zhou; Sheng Wang; DeZhao Deng; Junwen Lu; Junwei Su; Qintong Li; Jiahui Gao 002; Hao Wu; Jiyue Jiang; Lingpeng Kong; Chuan Wu (CoRR, 2026)