Rui Wang
Tenured Track Associate Professor
Works on individual cognitive capacities and collective cognitive organization in AI systems, building on prior work in natural language processing and machine translation.
Rui Wang's lab at SJTU works on multilingual, translation & linguistics and computational neuroscience & cognition. 57 papers since 2023, 34 at top venues, mostly ACL and EMNLP. 10 PhD students and 5 master's students. 10 alumni, most often to Alibaba and ByteDance. Applications close .
At a glance
- papers, 2023–2026
- 15/ year
- at T1 venues
- 60%
- PhD students
- 10
- MS students
- 5
- alumni listed
- 10
Papers by yearfrom DBLP, 2023–2026
- 9 papers2026 · T1 6 · collecting
- 20 papers2025 · T1 15
- 18 papers2024 · T1 6
- 10 papers2023 · T1 7
T1 venuesOtherVenues: ACL, EMNLP, ICLR, Findings of ACL, Findings of EMNLP
Research focuspaper titles that use each topic's words
- Multilingual, translation & linguistics14 papers
- cognitive1 paper
- Computational neuroscience & cognition0 papers
- individual0 papers
- collective0 papers
Paper list
From DBLP.
20269 papers
- Trans. Assoc. Comput. LinguisticsA Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese (opens in a new tab)
- ACL (T1)BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation (opens in a new tab)
- ICLR (T1)DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning (opens in a new tab)
- IJCAI/ECAIDeepMed Search: An Open-Source Agentic Platform for Medical Deep Research with Introspective Verification (opens in a new tab)
- ICLR (T1)MrRoPE: Mixed-radix Rotary Position Embedding (opens in a new tab)
- ICLR (T1)Proximal Supervised Fine-Tuning (opens in a new tab)
- Findings of ACLRepoDistill: Distilling Repository Knowledge through Compression-Aware Budget Allocation and Policy Optimization (opens in a new tab)
- ACL (T1)TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale (opens in a new tab)
- ACL (T1)WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models (opens in a new tab)
202520 papers
- ICASSP (T1)Boosting Large Language Model for Speech Synthesis: An Empirical Study (opens in a new tab)
- Findings of NAACLCAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models (opens in a new tab)
- NeurIPS (T1)Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks (opens in a new tab)
- CogSciCognitive Insights into Document Comprehension: The Role of Reading Order and Visual Attention in Human and Large Language Models (opens in a new tab)
- Findings of ACLDebt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent (opens in a new tab)
- ICLR (T1)Do Large Language Models Truly Understand Geometric Structures? (opens in a new tab)
- ICML (T1)Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models (opens in a new tab)
- EMNLP (T1)Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation (opens in a new tab)
- ACL (T1)Enhancing Machine Translation with Self-Supervised Preference Data (opens in a new tab)
- ACL (T1)GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding (opens in a new tab)
- ACM Comput. Surv.Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents (opens in a new tab)
- ICLR (T1)Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation (opens in a new tab)
202418 papers
- Findings of EMNLPAlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference (opens in a new tab)
- ACL (T1)Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models (opens in a new tab)
- Findings of NAACLCLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models (opens in a new tab)
- NeurIPS (T1)Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning (opens in a new tab)
- EMNLP (T1)Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsExploring Human-Like Translation Strategy with Large Language Models (opens in a new tab)
- WMTFinal Submission of SJTULoveFiction to Literary Task (opens in a new tab)
- NAACL (T1)Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model (opens in a new tab)
- ICML (T1)Improving Open-Ended Text Generation via Adaptive Decoding (opens in a new tab)
- Findings of EMNLPLarge Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning (opens in a new tab)
- Findings of ACLMeasuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method (opens in a new tab)
- ACL (T1)MELA: Multilingual Evaluation of Linguistic Acceptability (opens in a new tab)
202310 papers
- Findings of EMNLPDocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading (opens in a new tab)
- ACL (T1)Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method (opens in a new tab)
- NLPCCImitation Attacks Can Steal More Than You Think from Machine Translation Systems (opens in a new tab)
- EMNLP (T1)Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer (opens in a new tab)
- EMNLP (T1)Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation (opens in a new tab)
- Findings of ACLRethinking Translation Memory Augmented Neural Machine Translation (opens in a new tab)
- EMNLP (T1)Rethinking Word-Level Auto-Completion in Computer-Aided Translation (opens in a new tab)
- ACL (T1)TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation (opens in a new tab)
- TPAMI (T1)Universal Multimodal Representation for Language Understanding (opens in a new tab)
- EMNLP (T1)Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning (opens in a new tab)
Where alumni went10 listed, 57% to industry
Industry 4Academia 3
Most often to
- Alibaba
- ByteDance
- Kuaishou Technology
Also to
- Shanghai Jiao Tong University
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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