Junlan Feng

34 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×14 InterSpeech ×7 EMNLP ×4 AAAI ×2 NAACL ×2 CIKM ×1 ICDE ×1 ICLR ×1 ISSRE ×1 SIGIR ×1

Frequent coauthors

Chao Deng

×15

Xue Han

×11

Yi Huang

×10

Yingying Gao

×7

Shilei Zhang

×7

Xin Huang

×6

Shujian Huang

×6

Zhe Yang

×4

Yaqin Chen

×4

Xiaoting Wu

×4

Jingyu Yao

×4

Qian Hu

×4

Papers

A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding
ACL 2026 ·
Zhe Yang
,
Yi Huang
,
Yaqin Chen
,
Mengfei Guo
,
Xiaoting Wu
, Junlan Feng
AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs
ACL 2026 ·
Sichun Luo
,
Yi Huang
,
Shichang Meng
,
Fengyuan Liu
,
Mukai Li
,
Qinghua Yao
,
Zefa Hu
, Junlan Feng,
Qi Liu
Beyond Static Profiles: Capturing the Fluidity of User Preferences in Diverse Scenarios
ACL 2026 ·
Chunyang Gao
,
Yi Huang
,
Jingyu Yao
,
Xiaoting Wu
, Junlan Feng
ChildEval: WHEN LARGE LANGUAGE MODELS MEET CHILDREN'S PERSONALITIES
ACL 2026 ·
Yanyan Luo
,
Xue Han
,
Chunxu Zhao
,
Ruiqiao Bai
,
Yaxing Zhang
,
Qian Hu
,
Lijun Mei
, Junlan Feng
Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
ACL 2026 ·
Fengyuan Liu
,
Yi Huang
,
Sichun Luo
,
Yuqi Wang
,
Yazheng Yang
,
Xinye Li
,
Zefa Hu
, Junlan Feng,
Qi Liu
D2PCM: A Multi-Turn Dialogue Dataset with Personalized Contextual Memory
ACL 2026 ·
Zhe Yang
,
Yi Huang
,
Yaqin Chen
,
Chunyang Gao
,
Jingyu Yao
, Junlan Feng
DisCo_Speech: Controllable Zero-Shot Speech Generation with A Disentangled Speech Codec
ACL 2026 ·
Tao Li
,
Wenshuo Ge
,
Zhichao Wang
,
Zihao Cui
,
Yong Ma
,
Yingying Gao
,
Chao Deng
,
Shilei Zhang
, Junlan Feng
PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
ACL 2026 ·
Yunzhi Shen
,
Hao Zhou
,
Xin Huang
,
Xue Han
, Junlan Feng,
Shujian Huang
Self-Correction Distillation for Structured Data Question Answering
AAAI 2026 ·
Yushan Zhu
,
Wen Zhang
,
Long Jin
,
Mengshu Sun
,
Ling Zhong
,
Zhiqiang Liu
,
Juan Li
,
Lei Liang
,
Chong Long
,
Chao Deng
, Junlan Feng
Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning
ACL 2026 ·
Yitong Wang
,
Xue Han
,
Wenchun Gao
,
Qian Hu
,
Jiahui Wang
,
Ziqing Wang
,
Lijun Mei
, Junlan Feng
TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models
SIGIR 2026 ·
Ce Li
,
Xiaofan Liu
,
Zhiyan Song
,
Ce Chi
,
Boshen Shi
,
Chen Zhao
,
Guanguang Chang
,
Zhendong Wang
,
Kexin Yang
,
Xing Wang
,
Chao Deng
, Junlan Feng
Thinking Alignment of Scenario-Oriented User Simulation
ACL 2026 ·
Xiaoting Wu
,
Yi Huang
,
Chunyang Gao
,
Mengfei Guo
,
Jingyu Yao
, Junlan Feng
Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning
ACL 2026 ·
Siyuan Gan
,
Jiaheng Liu
,
Boyan Wang
,
Tianpei Yang
,
Runqing Miao
,
Yuyao Zhang
,
Fanyu Meng
, Junlan Feng,
Linjian Meng
,
Jing Huo
,
Yang Gao
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems
ACL 2025 ·
Yucheng Cai
,
Ke Li
,
Yi Huang
, Junlan Feng,
Zhijian Ou
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
ACL 2025 ·
Zhijun Wang
,
Jiahuan Li
,
Hao Zhou
,
Rongxiang Weng
,
Jingang Wang
,
Xin Huang
,
Xue Han
, Junlan Feng,
Chao Deng
,
Shujian Huang
LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently
ICLR 2025 ·
Xue Han
,
Yitong Wang
, Junlan Feng,
Wenchun Gao
,
Qian Hu
,
Chao Deng
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
NAACL 2025 ·
Peng Hu
,
Sizhe Liu
,
Changjiang Gao
,
Xin Huang
,
Xue Han
, Junlan Feng,
Chao Deng
,
Shujian Huang
MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
AAAI 2025 ·
Hao Zhou
,
Zhijun Wang
,
Shujian Huang
,
Xin Huang
,
Xue Han
, Junlan Feng,
Chao Deng
,
Weihua Luo
,
Jiajun Chen
Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks
InterSpeech 2025 ·
Yi Huang
,
Si Chen
,
Jingyu Yao
, Junlan Feng
MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts
EMNLP 2025 ·
Qing Wang
,
Xue Han
,
Jiahui Wang
,
Lehao Xing
,
Qian Hu
,
Lianlian Zhang
,
Chao Deng
, Junlan Feng
Palette of Language Models: A Solver for Controlled Text Generation
NAACL 2025 ·
Zhe Yang
,
Yi Huang
,
Yaqin Chen
,
XiaotingWu XiaotingWu
, Junlan Feng,
Chao Deng
Predicting the Impact of Parameter Adjustments on Cellular Networks
ISSRE 2025 ·
Yongqian Sun
,
Qingliang Zhang
,
Yu Luo
,
Mingjie Li
,
Shenglin Zhang
,
Xiaolei Hua
,
Renkai Yu
,
Xinwen Fan
,
Lin Zhu
, Junlan Feng,
Dan Pei
Privacy-Preserving Speaker Verification via End-to-End Secure Representation Learning
InterSpeech 2025 ·
Chenguang Hu
,
Yaqian Hao
,
Fulin Zhang
,
Xiaoxue Luo
,
Yao Shen
,
Yingying Gao
,
Chao Deng
,
Shilei Zhang
, Junlan Feng
Self-attention-based Graph-of-Thought for Math Problem Solving
ACL 2025 ·
Ruiqiao Bai
,
Xue Han
,
Shuo Lei
, Junlan Feng,
Yanyan Luo
,
Chao Deng
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
EMNLP 2025 ·
Changjiang Gao
,
Hankun Lin
,
Xin Huang
,
Xue Han
, Junlan Feng,
Chao Deng
,
Jiajun Chen
,
Shujian Huang
A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities
ICDE 2024 ·
Peng Jia
,
Pinghui Wang
,
Rundong Li
,
Junzhou Zhao
, Junlan Feng,
Xidian Wang
,
Xiaohong Guan
CEC: A Noisy Label Detection Method for Speaker Recognition
InterSpeech 2024 ·
Yao Shen
,
Yingying Gao
,
Yaqian Hao
,
Chenguang Hu
,
Fulin Zhang
, Junlan Feng,
Shilei Zhang
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
CIKM 2024 ·
Yinghao Zhu
,
Changyu Ren
,
Zixiang Wang
,
Xiaochen Zheng
,
Shiyun Xie
, Junlan Feng,
Xi Zhu
,
Zhoujun Li
,
Liantao Ma
,
Chengwei Pan
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification
InterSpeech 2024 ·
Yaqian Hao
,
Chenguang Hu
,
Yingying Gao
,
Shilei Zhang
, Junlan Feng
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model
InterSpeech 2024 ·
Yingying Gao
,
Shilei Zhang
,
Chao Deng
, Junlan Feng
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
EMNLP 2024 ·
Shimao Zhang
,
Changjiang Gao
,
Wenhao Zhu
,
Jiajun Chen
,
Xin Huang
,
Xue Han
, Junlan Feng,
Chao Deng
,
Shujian Huang
LLM as a metric critic for low resource relation identification
EMNLP 2024 ·
Zhe Yang
,
Yi Huang
,
Yaqin Chen
,
Xiaoting Wu
, Junlan Feng,
Chao Deng
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition
InterSpeech 2024 ·
Haiyang Sun
,
Fulin Zhang
,
Yingying Gao
,
Shilei Zhang
,
Zheng Lian
, Junlan Feng
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations
InterSpeech 2024 ·
Yaqian Hao
,
Chenguang Hu
,
Yingying Gao
,
Shilei Zhang
, Junlan Feng