Full Publications

Realtime-Venus: A Full-Duplex Interaction System with Asynchronous Delegation

Ruixiang Zhao, Hualei Wang, Renhe Sun, Enzhi Zhou, Jincenzi Wu, et al.

Social-R1: Towards Human-like Social Reasoning in LLMs

Jincenzi Wu, Yuxuan Lei, Jianxun Lian, Yitian Huang, Lexin Zhou, Haotian Li, Xing Xie, Helen Meng

Used by Meta Superintelligence Labs.

MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Dingdong Wang, Jincenzi Wu, Junan Li, Dongchao Yang, Xueyuan Chen, Tianhua Zhang, Helen Meng

Used by NVIDIA (Audio Flamingo series), Alibaba (Qwen3-Omni), ByteDance, Xiaomi, StepFun.

A Computational Framework for Evaluating Human-likeness in LLMs’ Open-ended Human Behaviors

Yuxuan Lei, Jianxun Lian, Defu Lian, Jincenzi Wu, Tianfu Wang, Xing Xie

EchoChat: Structured Cognitive Reasoning in Empathetic Spoken Dialogue

Dingdong Wang, Shujie Liu, Yayue Deng, Yuxuan Hu, Yunrui Cai, Jincenzi Wu, Jianwei Yu, Jinyu Li, Helen Meng

SocialCC: Interactive Evaluation for Cultural Competence in Language Agents

Jincenzi Wu, Jianxun Lian, Dingdong Wang, Helen M. Meng

SocialSim: Towards Socialized Simulation of Emotional Support Conversation

Zhuang Chen, Yaru Cao, Guanqun Bi, Jincenzi Wu, Jinfeng Zhou, Xiyao Xiao, Si Chen, Hongning Wang, Minlie Huang

InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training

Dingdong Wang*, Jin Xu*, Ruihang Chu, Zhifang Guo, Xiong Wang, Jincenzi Wu, Dongchao Yang, Shengpeng Ji, Junyang Lin

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind

Jincenzi Wu*, Zhuang Chen*, Jiawen Deng, Sahand Sabour, Helen Meng, Minlie Huang

ToMBench: Benchmarking Theory of Mind in Large Language Models

Zhuang Chen*, Jincenzi Wu*, Jinfeng Zhou*, Bosi Wen*, Guanqun Bi, Gongyao Jiang, Yaru Cao, Mengting Hu, Yunghwei Lai, Zexuan Xiong, Minlie Huang

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph

Zhuang Chen, Jiawen Deng, Jinfeng Zhou, Jincenzi Wu, Tieyun Qian, Minlie Huang