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2020 – today
- 2026
[c25]Yuxi Ma
, Yongqian Peng, Fengyuan Yang, Siyu Zha, Chi Zhang, Zixia Jia, Zilong Zheng, Yixin Zhu:
NarrativeLoom: Enhancing Creative Storytelling through Multi-Persona Collaborative Improvisation. CHI 2026: 1080:1-1080:19- [c24]Shuyi Zhang, Zhenbin Chen, Shuting Li, Kewei Tu, Li Jing, Zixia Jia, Zilong Zheng:
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents. EACL (Findings) 2026: 6338-6370 - [i23]Zixia Jia, Jiaqi Li, Yipeng Kang, Yuxuan Wang, Tong Wu, Quansen Wang, Xiaobo Wang, Shuyi Zhang, Junzhe Shen, Qing Li, Siyuan Qi, Yitao Liang, Di He, Zilong Zheng, Song-Chun Zhu:
The AI Hippocampus: How Far are We From Human Memory? CoRR abs/2601.09113 (2026) - [i22]Yuxi Ma, Yongqian Peng, Fengyuan Yang, Siyu Zha, Chi Zhang, Zixia Jia, Zilong Zheng, Yixin Zhu:
NarrativeLoom: Enhancing Creative Storytelling through Multi-Persona Collaborative Improvisation. CoRR abs/2603.07155 (2026) - [i21]Qianyu Yang, Yang Liu, Jiaqi Li, Jun Bai, Hao Chen, Kaiyuan Chen, Tiliang Duan, Jiayun Dong, Xiaobo Hu, Zixia Jia, Yang Liu, Tao Peng, Yixin Ren, Ran Tian, Zaiyuan Wang, Yanglihong Xiao, Gang Yao, Lingyue Yin, Ge Zhang, Chun Zhang, Jianpeng Jiao, Zilong Zheng, Yuan Gong:
$OneMillion-Bench: How Far are Language Agents from Human Experts? CoRR abs/2603.07980 (2026) - [i20]Zhixin Cai, Jun Bai, Yang Liu, Jiaqi Li, Yichi Zhang, Taichuan Li, Zhuofan Chen, Zixia Jia, Zilong Zheng, Wenge Rong:
Xetrieval: Mechanistically Explaining Dense Retrieval. CoRR abs/2605.29507 (2026) - 2025
- [j1]Zixia Jia, Jiaqi Li, Yipeng Kang, Yuxuan Wang, Tong Wu, Quansen Wang, Xiaobo Wang, Shuyi Zhang, Junzhe Shen, Qing Li, Siyuan Qi, Yitao Liang, Di He, Zilong Zheng, Song-Chun Zhu:
The AI Hippocampus: How Far are We From Human Memory? Trans. Mach. Learn. Res. 2025 (2025) - [c23]Zhen-Xiang Ma, Zhen-Duo Chen, Tai Zheng, Xin Luo, Zixia Jia, Xin-Shun Xu:
Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling. AAAI 2025: 6036-6044 - [c22]Jiaqi Li, Xinyi Dong, Yang Liu, Zhizhuo Yang, Quansen Wang, Xiaobo Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng:
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection. ACL (Findings) 2025: 16948-16966 - [c21]Ziyong Lin, Haoyi Wu, Shu Wang, Kewei Tu, Zilong Zheng, Zixia Jia:
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training. ACL (1) 2025: 22839-22853 - [c20]Yuxi Ma, Yongqian Peng, Fengyuan Yang, Chi Zhang, Zixia Jia, Zilong Zheng, Yixin Zhu:
IMPROVISER: Multi-persona Co-creation System Enhances Story Creativity. CogSci 2025 - [c19]Xiaobo Wang, Zixia Jia, Jiaqi Li, Qi Liu, Zilong Zheng:
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor. EMNLP (Findings) 2025: 19204-19225 - [c18]Xubo Qin, Jun Bai, Jiaqi Li, Zixia Jia, Zilong Zheng:
Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks. EMNLP 2025: 21250-21263 - [c17]Jun Bai, Minghao Tong, Yang Liu, Zixia Jia, Zilong Zheng:
Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs. EMNLP 2025: 21927-21942 - [c16]Tong Wu, Junzhe Shen, Zixia Jia, Yuxuan Wang, Zilong Zheng:
TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation. ICML 2025 - [c15]Chandler Smith, Marwa Abdulhai, Manfred Diaz, Marko Tesic, Rakshit S. Trivedi, Alexander Sasha Vezhnevets, Lewis Hammond, Jesse Clifton, Minsuk Chang, Edgar A. Duéñez-Guzmán, John P. Agapiou, Jayd Matyas, Danny Karmon, Beining Zhang, Jim Dilkes, Akash Kundu, Hieu Minh Nguyen, Emanuel Tewolde, Jebish Purbey, Ram Mohan Rao Kadiyala, Siddhant Gupta, Aliaksei Korshuk, Buyantuev Alexander, Ilya Makarov, Gang Zhao, Rolando Fernandez, Zhihan Wang, Caroline Wang, Jiaxun Cui, Lingyun Xiao, Di Shi, Yoonchang Sung, Muhammad Arrasy Rahman, Peter Stone, Yipeng Kang, Hyeonggeun Yun, Ananya Ananya, Taehun Cha, Zhiqiang Wu, Elizaveta Tennant, Olivia Macmillan-Scott, Marta Segura, Diana Riazi, Fuyang Cui, Sriram Ganapathi, Toryn Q. Klassen, Nico Schiavone, Mogtaba Alim, Sheila A. McIlraith, Manuel Ríos, Oswaldo Peña, Carlos Rojas, Manuela Chacon-Chamorro, Rubén Manrique, Luis Felipe Giraldo, Nicanor Quijano, Yiding Wang, Yuxuan Chen, Fangwei Zhong, Mengmeng Wang, Wenming Tu, Zhaowei Zhang, Ziang Chen, Zixia Jia, Xue Feng, Zilong Zheng, Chichen Lin, Weijian Fan, Chenao Liu, Sneheel Sarangi, Ziyan Wang, Shuqing Shi, Yali Du, Avinaash Anand Kulandaivel, Yang Liu, Ruiyang Wu, Chetan Talele, Sunjia Lu, Gema Parreno, Shamika Dhuri, Bain McHale, Tim Baarslag, Dylan Hadfield-Menell, Natasha Jaques, José Hernández-Orallo, Joel Z. Leibo:
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia. NeurIPS 2025 - [i19]Tong Wu, Junzhe Shen, Zixia Jia, Yuxuan Wang, Zilong Zheng:
From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation up to 100K Tokens. CoRR abs/2502.18890 (2025) - [i18]Hengli Li, Chenxi Li, Tong Wu, Xuekai Zhu, Yuxuan Wang, Zhaoxin Yu, Eric Hanchen Jiang, Song-Chun Zhu, Zixia Jia, Ying Nian Wu, Zilong Zheng:
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space. CoRR abs/2505.13308 (2025) - [i17]Jiaqi Li, Xinyi Dong, Yang Liu, Zhizhuo Yang, Quansen Wang, Xiaobo Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng:
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection. CoRR abs/2505.16475 (2025) - [i16]Xubo Qin, Jun Bai, Jiaqi Li, Zixia Jia, Zilong Zheng:
TongSearch-QR: Reinforced Query Reasoning for Retrieval. CoRR abs/2506.11603 (2025) - [i15]Jun Bai, Minghao Tong, Yang Liu, Zixia Jia, Zilong Zheng:
Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs. CoRR abs/2508.19594 (2025) - [i14]Xiaobo Wang, Zixia Jia, Jiaqi Li, Qi Liu, Zilong Zheng:
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor. CoRR abs/2509.10515 (2025) - [i13]Buwei He, Yang Liu, Zhaowei Zhang, Zixia Jia, Huijia Wu, Zhaofeng He, Zilong Zheng, Yipeng Kang:
Make an Offer They Can't Refuse: Grounding Bayesian Persuasion in Real-World Dialogues without Pre-Commitment. CoRR abs/2510.13387 (2025) - [i12]Tong Wu, Yang Liu, Jun Bai, Zixia Jia, Shuyi Zhang, Ziyong Lin, Yanting Wang, Song-Chun Zhu, Zilong Zheng:
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning. CoRR abs/2512.07461 (2025) - [i11]Hengli Li, Zhaoxin Yu, Qi Shen, Chenxi Li, Mengmeng Wang, Tinglang Wu, Yipeng Kang, Yuxuan Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng:
BEDA: Belief Estimation as Probabilistic Constraints for Performing Strategic Dialogue Acts. CoRR abs/2512.24885 (2025) - 2024
- [c14]Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng:
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. ACL (1) 2024: 13553-13569 - [c13]Zixia Jia, Mengmeng Wang, Baichen Tong, Song-Chun Zhu, Zilong Zheng:
LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments. ACL (Findings) 2024: 14778-14814 - [c12]Ziyong Lin, Quansen Wang, Zixia Jia, Zilong Zheng:
Varying Sentence Representations via Condition-Specified Routers. EMNLP 2024: 17390-17401 - [i10]Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng:
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. CoRR abs/2406.16293 (2024) - [i9]Zixia Jia, Mengmeng Wang, Baichen Tong, Song-Chun Zhu, Zilong Zheng:
LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments. CoRR abs/2406.16294 (2024) - [i8]Chao Lou, Zixia Jia, Zilong Zheng, Kewei Tu:
Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers. CoRR abs/2406.16747 (2024) - 2023
- [c11]Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu:
Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field. ACL (1) 2023: 13695-13710 - [c10]Junpeng Li, Zixia Jia, Zilong Zheng:
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models. EMNLP 2023: 5495-5505 - [c9]Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang:
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. SemEval@ACL 2023: 2014-2028 - [i7]Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang, Yong Jiang:
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. CoRR abs/2305.03688 (2023) - [i6]Junpeng Li, Zixia Jia, Zilong Zheng:
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models. CoRR abs/2311.07314 (2023) - 2022
- [c8]Zixia Jia, Zhaohui Yan, Haoyi Wu, Kewei Tu:
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference. AAAI 2022: 10822-10830 - [c7]Zhaohui Yan, Zixia Jia, Kewei Tu:
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction. AACL/IJCNLP (2) 2022: 437-443 - [c6]Liwen Zhang, Zixia Jia, Wenjuan Han, Zilong Zheng, Kewei Tu:
SHARP: Search-Based Adversarial Attack for Structured Prediction. NAACL-HLT (Findings) 2022: 950-961 - [c5]Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu:
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. NAACL-HLT 2022: 3176-3189 - [i5]Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu:
Joint Information Extraction with Cross-Task and Cross-Instance High-Order Modeling. CoRR abs/2212.08929 (2022) - 2021
- [c4]Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. ACL/IJCNLP (1) 2021: 550-564 - [c3]Xinyu Wang, Zixia Jia, Yong Jiang, Kewei Tu:
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings. IWPT 2021: 189-195 - [i4]Xinyu Wang, Zixia Jia, Yong Jiang, Kewei Tu:
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings. CoRR abs/2107.02416 (2021) - [i3]Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. CoRR abs/2112.06482 (2021) - 2020
- [c2]Zixia Jia, Youmi Ma, Jiong Cai, Kewei Tu:
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders. ACL 2020: 6795-6805 - [i2]Xinyu Wang, Yixian Liu, Zixia Jia, Chengyue Jiang, Kewei Tu:
ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing. CoRR abs/2004.03849 (2020) - [i1]Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Structural Knowledge Distillation. CoRR abs/2010.05010 (2020)
2010 – 2019
- 2019
- [c1]Xinyu Wang, Yixian Liu, Zixia Jia, Chengyue Jiang, Kewei Tu:
ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing. CoNLL Shared Task 2019: 55-65
Coauthor Index
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