Robust Asymmetric Bayesian Adaptive Matrix Factorization. - Xin Guo 006; Boyuan Pan; Deng Cai 001; Xiaofei He 001 (IJCAI, 2017)

MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. - Boyuan Pan; Hao Li 009; Zhou Zhao 001; Bin Cao; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. - Boyuan Pan; Hao Li 009; Zhou Zhao 001; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. - Boyuan Pan; Yazheng Yang; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001; Xiaofei He 001 (ACL (1), 2018)

MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. - Boyuan Pan; Yazheng Yang; Hao Li 009; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001; Xiaofei He 001 (NeurIPS, 2018)

Reinforced Dynamic Reasoning for Conversational Question Generation. - Boyuan Pan; Hao Li 009; Ziyu Yao 002; Deng Cai 001; Huan Sun 001 (ACL (1), 2019)

T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack. - Boxin Wang; Hengzhi Pei; Boyuan Pan; Qian Chen 003; Shuohang Wang; Bo Li 026 (EMNLP (1), 2020)

Adversarial Mutual Information for Text Generation. - Boyuan Pan; Yazheng Yang; Kaizhao Liang; Bhavya Kailkhura; Zhongming Jin 001; Xian-Sheng Hua 001; Deng Cai 001; Bo Li 026 (ICML, 2020)

Towards Evaluating the Robustness of Chinese BERT Classifiers. - Boxin Wang; Boyuan Pan; Xin Li; Bo Li 026 (CoRR, 2020)

Bi-Decoder Augmented Network for Neural Machine Translation. - Boyuan Pan; Yazheng Yang; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001 (Neurocomputing, 2020)

TopNet: Learning from Neural Topic Model to Generate Long Stories. - Yazheng Yang; Boyuan Pan; Deng Cai 001; Huan Sun 001 (KDD, 2021)

Self-supervised attention flow for dialogue state tracking. - Boyuan Pan; Yazheng Yang; Bo Li 026; Deng Cai 001 (Neurocomputing, 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)

Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. - Yiwei Li 001; Ji Zhang; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Jiayi Shi; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (ACL (Findings), 2025)

From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen. - Peiwen Yuan; Chuyi Tan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Yueqi Zhang; Jiayi Shi; Boyuan Pan; Yao Hu; Kan Li 001 (ACL (1), 2025)

Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation. - Peiwen Yuan; Yueqi Zhang; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (ACL (1), 2025)

UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Yueqi Zhang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (ICLR, 2025)

Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. - Xinglin Wang; Shaoxiong Feng; Yiwei Li 001; Peiwen Yuan; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (NAACL (Findings), 2025)

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)

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient. - Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Yueqi Zhang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (CoRR, 2025)

InsBank: Evolving Instruction Subset for Ongoing Alignment. - Jiayi Shi; Yiwei Li 001; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Huan Ren; Yao Hu; Kan Li 001 (CoRR, 2025)

Speculative Decoding for Multi-Sample Inference. - Yiwei Li 001; Jiayi Shi; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yueqi Zhang; Ji Zhang; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (CoRR, 2025)

Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator. - Peiwen Yuan; Yiwei Li 001; Shaoxiong Feng; Xinglin Wang; Yueqi Zhang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (CoRR, 2025)

Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules. - Yueqi Zhang; Peiwen Yuan; Shaoxiong Feng; Yiwei Li 001; Xinglin Wang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (CoRR, 2025)

Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling. - Xinglin Wang; Yiwei Li 001; Shaoxiong Feng; Peiwen Yuan; Yueqi Zhang; Jiayi Shi; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li 001 (CoRR, 2025)