Valve Controller Design of Multi-Machine Power Systems Based on Adaptive Hamilton Minimax Method. - Qingyu Su; Heda Wang; Fei Dong; Jian Li 026 (IEEE Access, 2020)

LAMP: Label Augmented Multimodal Pretraining. - Jia Guo; Chen Zhu; Yilun Zhao 001; Heda Wang; Yao Hu; Xiaofei He 001; Deng Cai 001 (CoRR, 2020)

Boosting Entity-aware Image Captioning with Multi-modal Knowledge Graph. - Wentian Zhao; Yao Hu; Heda Wang; Xinxiao Wu; Jiebo Luo 001 (CoRR, 2021)

Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. - Yiwei Li 001; Peiwen Yuan; Shaoxiong Feng; Boyuan Pan; Bin Sun 004; Xinglin Wang; Heda Wang; Kan Li 001 (AAAI, 2024)

Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. - Xinglin Wang; Yiwei Li 001; Shaoxiong Feng; Peiwen Yuan; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (ACL (1), 2024)

Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (ACL (Findings), 2024)

BatchEval: Towards Human-like Text Evaluation. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (ACL (1), 2024)

Generative Dense Retrieval: Memory Can Be a Burden. - Peiwen Yuan; Xinglin Wang; Shaoxiong Feng; Boyuan Pan; Yiwei Li 001; Heda Wang; Xupeng Miao; Kan Li 001 (EACL (1), 2024)

Focused Large Language Models are Stable Many-Shot Learners. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (EMNLP, 2024)

Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. - Yiwei Li 001; Peiwen Yuan; Shaoxiong Feng; Boyuan Pan; Xinglin Wang; Bin Sun 004; Heda Wang; Kan Li 001 (ICLR, 2024)

Instruction Embedding: Latent Representations of Instructions Towards Task Identification. - Yiwei Li 001; Jiayi Shi; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (NeurIPS, 2024)

BatchEval: Towards Human-like Text Evaluation. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Boyuan Pan; Heda Wang; Kan Li 001 (CoRR, 2024)

Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. - Xinglin Wang; Shaoxiong Feng; Yiwei Li 001; Peiwen Yuan; Yueqi Zhang; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (CoRR, 2024)

CogLM: Tracking Cognitive Development of Large Language Models. - Xinglin Wang; Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Boyuan Pan; Heda Wang; Yao Hu; Kan Li 001 (NAACL (Long Papers), 2025)

Research on the Application of Improved BERT-DPCNN Model in Chinese News Text Classification. - Heda Wang; Shuyan Zhang (Concurr. Comput. Pract. Exp., 2025)